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https://github.com/AlexChalakov/awesome-generative-ai-companies
A curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount.
https://github.com/AlexChalakov/awesome-generative-ai-companies
List: awesome-generative-ai-companies
ai artificial-intelligence awesome awesome-list b2b chatgpt deep-tech fundraising generative-ai generativeai lists machine-learning tools
Last synced: 16 days ago
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A curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount.
- Host: GitHub
- URL: https://github.com/AlexChalakov/awesome-generative-ai-companies
- Owner: AlexChalakov
- License: cc0-1.0
- Created: 2023-03-28T22:53:01.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-10-17T13:43:19.000Z (about 1 year ago)
- Last Synced: 2024-05-23T07:20:41.130Z (7 months ago)
- Topics: ai, artificial-intelligence, awesome, awesome-list, b2b, chatgpt, deep-tech, fundraising, generative-ai, generativeai, lists, machine-learning, tools
- Homepage: https://generativeaicompanies.tech/
- Size: 227 KB
- Stars: 90
- Watchers: 4
- Forks: 10
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
- Contributing: contributing.md
- License: LICENSE
- Code of conduct: code-of-conduct.md
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- ultimate-awesome - awesome-generative-ai-companies - A curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount. (Other Lists / Monkey C Lists)
README
# Awesome Generative AI Companies [](https://awesome.re)
> A curated list of Gеnerative AI companies, sorted by focus area and total fundraised amount.
It is a thoroughly researched list of companies that indulges in Generative AI with over $5MM raised as of August 2023. It is split into three main categories: Horizontal Application, Vertical Application and Enabling Infrastructure. For all of the companies, due diligence has been done and sources have been provided where available.
## Contents
- [Horizontal Application](#horizontal-application)
- [Text, Chat & Translations](#text-chat--translations)
- [Audio & Speech](#audio--speech)
- [Image, Visual, Design & Creative Work](#image-visual-design--creative-work)
- [Video](#video)
- [3D, Simulations & XR](#3d-simulations--xr)
- [General Productivity](#general-productivity)
- [Search](#search)
- [Marketing BI tools](#marketing-bi-tools)
- [Code](#code)
- [Music](#music)
- [Vertical Application](#vertical-application)
- [Health & Drug Discovery](#health--drug-discovery)
- [Other Specialized Verticals](#other-specialized-verticals)
- [Enabling Infrastructure](#enabling-infrastructure)
- [ML Ops & Dev Tools](#ml-ops--dev-tools)
- [Data & Synthetic labeling](#data--synthetic-labeling)
- [Infra / Research / Model Development](#infra--research--model-development)
## Horizontal Application
A horizontal application is any software application that is designed to be used by many different types of users and businesses. It is a type of generic application that has usability and utility within a broad range of users.
### Text, Chat & Translations
#### $5 - 15MM
- [NLX](https://nlx.ai) - We transform customer contact into personalized self-service experiences.
Fundraised around $14.6MM according to [DealRoom](https://app.dealroom.co/companies/nlx_1)
- [Copy.ai](https://www.copy.ai) - An AI powered digital advertisement and marketing company that saves time and increases conversion rates.
Fundraised $13.9MM according to [Crunchbase](https://www.crunchbase.com/organization/copyai) and [DealRoom](https://app.dealroom.co/companies/copy_ai)
- [Lavender](https://www.lavender.ai) - Lavender is an AI email assistant that helps you write better emails faster, double replies, and save time.
Fundraised $13.2MM according to [Crunchbase](https://www.crunchbase.com/organization/lavender-32b8) and [DealRoom](https://app.dealroom.co/companies/lavender_1)
- [Copysmith](https://copysmith.ai) - The chosen AI Copywriting Software for eCommerce teams & agencies. Generate more revenue than ever before.
Fundraised $10MM according to [Crunchbase](https://www.crunchbase.com/organization/copysmith) and [DealRoom](https://app.dealroom.co/companies/copysmith)
- [Replika](https://replika.com) - Developing digital copy of the human in the form of a chat-bot.
Fundraised around $10MM according to [DealRoom](https://app.dealroom.co/companies/replika)
- [Landbot](https://landbot.io) - The Most Powerful No-Code Chatbot Builder.
Fundraised around $9 - 10MM according to [Crunchbase](https://www.crunchbase.com/organization/landbot) and [DealRoom](https://app.dealroom.co/companies/landbot)
- [Verloop.io](https://verloop.io) - Automated customer support and engagement platform.
Fundraised $8MM according to [Crunchbase](https://www.crunchbase.com/organization/verloop-2)
- [Personal.ai](https://www.personal.ai) - Your personal AI learns about you, from you. Unlike AI bots that use generic data, Personal AI is built on your own, individual data and the messages you send.
Fundraised $7.8 - 8.4MM according to [Crunchbase](https://www.crunchbase.com/organization/personalai) and [DealRoom](https://app.dealroom.co/companies/human_ai_labs)
- [Tymely](https://www.tymely.ai) - An AI-based outsourced contact center for text channels (emails, live chat, etc.) built to combat poor customer support and provide an outstanding one.
Fundraised $7MM according to [Crunchbase](https://www.crunchbase.com/organization/tymely-ai) and [DealRoom](https://app.dealroom.co/companies/tymely)
- [Certainly](https://certainly.io) - Certainly is a Conversational AI Platform made for ecommerce and customer service. Through our next-generation technology, companies are able to deliver exceptional experiences and scale their growth.
Fundraised around $5 - 6MM according to [Crunchbase](https://www.crunchbase.com/organization/certainly) and [DealRoom](https://app.dealroom.co/companies/certainly)
- [Flowrite](https://www.flowrite.com) - Flowrite writes your daily emails and messages for you across your browser.
Fundraised $5MM according to [Crunchbase](https://www.crunchbase.com/organization/flowrite) and [DealRoom](https://app.dealroom.co/companies/flowrite)
- [Autobound](https://www.autobound.ai) - Autobound generates highly personalized sales emails and email openers in a single click, based on news events, job changes, shared experiences, and more.
Fundraised around $5MM according to [Crunchbase](https://www.crunchbase.com/organization/autobound) and [DealRoom](https://app.dealroom.co/companies/autobound)
#### $16 - 40MM
- [Mavenoid](https://www.mavenoid.com/en/) - A scalable support solution for hardware companies with self-service and live support.
Fundraised $39.6MM according to [Crunchbase](https://www.crunchbase.com/organization/mavenoid) and [DealRoom](https://app.dealroom.co/companies/mavenoid)
- [Ultimate.ai](https://www.ultimate.ai) - Automate and optimize every aspect of your customer support to cut costs, maximize productivity, and provide joyful customer experiences across any text-based communication channel.
Fundraised around $28.6MM according to [DealRoom](https://app.dealroom.co/companies/ultimate_ai)
- [Contents.com](https://www.contents.com) - Contents.com is the Generative AI platform to create impactful content built for performance.
Fundraised around $28MM according to [Pitchbook](https://pitchbook.com/profiles/company/339759-55#timeline)
- [Writer](https://writer.com) - An AI writing assistant for smart content production.
Fundraised $26MM according to [Crunchbase](https://www.crunchbase.com/organization/writer) and [DealRoom](https://app.dealroom.co/companies/writer)
- [Peppercontent](https://www.peppercontent.io) - Content-mediation platform that connects writers to organizations that require content.
Fundraised $18.8MM according to [Crunchbase](https://www.crunchbase.com/organization/pepper-content) and [DealRoom](https://app.dealroom.co/companies/pepper_5)
- [Regie.ai](https://www.regie.ai) - Regie.ai helps sales teams write personalized emails and engaging content faster using AI.
Fundraised $16MM according to [Pitchbook](https://pitchbook.com/profiles/company/472076-11#overview)
#### $41 - 100M
- [Forethought](https://forethought.ai) - Game-changing solutions that empower customers and employees with human-centered AI that provides answers, streamlines work, and makes life easier.
Fundraised $92MM according to [Crunchbase](https://www.crunchbase.com/organization/forethought-7dc2) and [DealRoom](https://app.dealroom.co/companies/forethought)
- [Kasisto](https://kasisto.com) - Kasisto gives every financial institution the power to deploy best-in-class digital assistants that make all your channels come alive.
Fundraised $81.5MM according to [Crunchbase](https://www.crunchbase.com/organization/kasisto-inc) and [DealRoom](https://app.dealroom.co/companies/kasisto)
- [Textio](https://textio.com) - Textio has developed the world's most advanced workplace language guidance, so you can see where social bias is hiding—and know exactly how to fix it.
Fundraised $42.5MM according to [Crunchbase](https://www.crunchbase.com/organization/textio)
#### $100M+ Raised
- [Grammarly](https://app.grammarly.com) - Digital writing assistant.
Fundraised $400M according to [Crunchbase](https://www.crunchbase.com/organization/grammarly) and [DealRoom](https://app.dealroom.co/companies/grammarly)
- [Instoried](https://instoried.com) - Instoried is an AI Content Creation Tool, that enhances your writing and adds emotion. Generate and Optimize High quality content in seconds.
Fundraised $219M ($200M of those is capital commitment) according to [Crunchbase](https://www.crunchbase.com/organization/instoried)
- [Ada Support](https://www.ada.cx/) - Ada is the world's leading customer service automation company. Built for the digitally transforming enterprise, Ada's AI-powered customer service automation platform helps companies effortlessly resolve their customer inquiries in any language or channel.
Fundraised $191M according to [Crunchbase](https://www.crunchbase.com/organization/ada-support) and [DealRoom](https://app.dealroom.co/companies/ada_support)
- [Jasper](https://www.jasper.ai) - Instantly Generate High Quality Copy For Emails, Ads, Websites, Listings, Blogs & More. Save Time And Money Writing Clever, Original Content And End Writer's Block Forever!
Fundraised around $125 - 131M according to [Crunchbase](https://www.crunchbase.com/organization/jasper-da51) and [DealRoom](https://app.dealroom.co/companies/jasper_ai)
- [DeepL](https://www.deepl.com/en/translator) - Translate texts & full document files instantly. Accurate translations for individuals and Teams.
Fundraised around $100 - 110M according to [Crunchbase](https://www.crunchbase.com/organization/linguee) and [DealRoom](https://app.dealroom.co/companies/deepl)
- [Haptik](https://www.haptik.ai) - Upgrade your customer experience with Haptik's Intelligent Virtual Assistants, driving ROI at every stage of the lifecycle.
Fundraised around $100M according to [Pitchbook](https://pitchbook.com/profiles/company/85854-70#overview)
### Audio & Speech
#### $5 - 15MM
- [Tenyx](https://www.tenyx.com/) - Developing the next generation of intelligent machines based on proprietary neuroscience-inspired AI technology.
Fundraised around $15MM according to [Crunchbase](https://www.crunchbase.com/organization/tenyx-inc) and [DealRoom](https://app.dealroom.co/companies/tenyx)
- [Second Nature AI](https://secondnature.ai) - AI-based conversational sales training solution, built for sellers and sales leaders, who want to blast through sales quotas.
Fundraised around $12 - 15MM according to [Crunchbase](https://www.crunchbase.com/organization/secondnature-ai/company_financials) and [DealRoom](https://app.dealroom.co/companies/second_nature)
- [Murf.AI](https://murf.ai/) - A tool with the ability to sync high quality voice overs to video. Go from text to speech with a versatile AI voice generator.
Fundraised around $11.5MM according to [Crunchbase](https://www.crunchbase.com/organization/murf-ai) and [DealRoom](https://app.dealroom.co/companies/murf_ai)
- [Wellsaid](https://wellsaidlabs.com/) - AI voice platform - thousands of companies use it to create engaging content and experiences, saving time and money — without compromising quality.
Fundraised around $10MM according to [Crunchbase](https://www.crunchbase.com/organization/wellsaid-labs) and [DealRoom](https://app.dealroom.co/companies/wellsaid_labs)
- [Loora](https://loora.ai/) - A personal AI English tutor - talks and sounds like a real person.
Fundraised around $9.2MM according to [PitchBook](https://pitchbook.com/profiles/company/463542-76#funding)
- [Amberscript](https://www.amberscript.com/en/) - Speech-to-text all your transcription and subtitling needs with generative AI and the best language professionals work side by side.
Fundraised around $8.7 - 9.5MM according to [Crunchbase](https://www.crunchbase.com/organization/amberscript) and [DealRoom](https://app.dealroom.co/companies/amberscript)
- [Podcastle](https://podcastle.ai/) - Studio-quality recording, AI-powered editing, and seamless exporting – all in a single web-based platform.
Fundraised around $8.8MM according to [Crunchbase](https://www.crunchbase.com/organization/podcastle) and [DealRoom](https://app.dealroom.co/companies/podcastle)
- [OneAI](https://www.oneai.com/) - API-first, language AI service built for developers.
Fundraised $8MM according to [Crunchbase](https://www.crunchbase.com/organization/one-ai) and [DealRoom](https://app.dealroom.co/companies/one_ai)
- [Lovo](https://lovo.ai/) - AI and machine learning text-to-speech voiceover speech software platform.
Fundraised around $6.5 - 6.9MM according to [Crunchbase](https://www.crunchbase.com/organization/lovo-36ff) and [DealRoom](https://app.dealroom.co/companies/lovo_1)
- [Vozy](https://www.vozy.co/) - Evolving conversations at scale with conversational AI - automate your voice operational processes and turn your customer calls into the competitive advantage of your business.
Fundraised around $5 - 8.1MM according to [Crunchbase](https://www.crunchbase.com/organization/vozy-inc) and [DealRoom](https://app.dealroom.co/companies/vozy)
- [Replica Studios](https://replicastudios.com/) - AI voice actors
for games, film & the metaverse.
Fundraised around $5.4MM according to [Crunchbase](https://www.crunchbase.com/organization/replica-studios) and [DealRoom](https://app.dealroom.co/companies/replica_studios)
#### $16 - 40MM
- [Papercup](https://www.papercup.com/) - Translates videos using AI by generating voices that sound like the original speaker.
Fundraised $33.2MM according to [Crunchbase](https://www.crunchbase.com/organization/papercup-ai) and [DealRoom](https://app.dealroom.co/companies/papercup_1)
- [Elise AI](https://www.eliseai.com/) - An AI company revolutionalizing the housing industry, with the ultimate goal of making good housing more accessible.
Fundraised around $30 - 31.9MM according to [Crunchbase](https://www.crunchbase.com/organization/meetelise) and [DealRoom](https://app.dealroom.co/companies/meetelise)
- [Skit](https://skit.ai/) - Augmented voice intelligence platform that helps businesses modernize their contact centers and CX.
Fundraised around $28.1 - 30.1MM according to [Crunchbase](https://www.crunchbase.com/organization/vernacular-ai) and [DealRoom](https://app.dealroom.co/companies/vernacular_ai)
- [Corti](https://www.corti.ai/) - Machine learning company that helps emergency departments to detect critical illnesses like cardiac arrest in real time.
Fundraised around $24.9 - 30.9MM according to [Crunchbase](https://www.crunchbase.com/organization/corti) and [DealRoom](https://app.dealroom.co/companies/corti_1)
- [Symbl.ai](https://symbl.ai/) - Integrate real-time speech-to-text and context understanding, powered by advanced deep learning models, to enable live captioning, track user intents, generate summaries and more from unstructured conversation data.
Fundraised around $23.5 - 23.6MM according to [Crunchbase](https://www.crunchbase.com/organization/rammer-ai) and [DealRoom](https://app.dealroom.co/companies/rammer_ai)
- [Voicemod](https://www.voicemod.net/) - A voice-changing software for gamers, content creators, and vtubers.
Fundraised around $23 - 23.1MM according to [Crunchbase](https://www.crunchbase.com/organization/voicemod-s-l) and [DealRoom](https://app.dealroom.co/companies/voicemod)
- [Deepdub.ai](https://deepdub.ai/) - Provides an AI-based dubbing service for entertainment content.
Fundraised $20MM according to [Crunchbase](https://www.crunchbase.com/organization/deepdub-ai) and [DealRoom](https://app.dealroom.co/companies/deepdub)
- [Krisp](https://krisp.ai) - Krisp improves the productivity of online meetings with its AI-powered Voice Clarity and Meeting Assistant.
Fundraised around $17 - 27MM according to [Crunchbase](https://www.crunchbase.com/organization/krisp-af3e/company_financials?redirect_to=%2Forganization%2Fkrisp-af3e%2Fcompany_financials) and [DealRoom](https://app.dealroom.co/companies/krisp)
#### $41 - 100M
-[Descript](https://www.descript.com/?utm_source=microsoft&utm_medium=paid_search&utm_campaign=602150763&utm_content=&utm_device=c&utm_term=brand_exact&msclkid=d0ef62bbebda120f78ab0693b01df031) - Collaborative audio and video editor that transcribes audio to a text document for editing.
Fundraised $100MM according to [Crunchbase](https://www.crunchbase.com/organization/descript) and [DealRoom](https://app.dealroom.co/companies/descript)
- [Ushur](https://ushur.com/) - Cloud-based AI company that automates service workflows in both the backend process and conversational interfaces.
Fundraised $92MM according to [Crunchbase](https://www.crunchbase.com/organization/ushur-inc) and [DealRoom](https://app.dealroom.co/companies/ushur)
- [Deepgram](https://deepgram.com/) - An AI Speech Platform that provides developers with a simple to use Speech-to-Text API.
Fundraised $85.9MM according to [Crunchbase](https://www.crunchbase.com/organization/deepgram) and [DealRoom](https://app.dealroom.co/companies/deepgram)
- [PolyAI](https://poly.ai/) - Develops a machine learning platform for conversational artificial intelligence.
Fundraised around $66 - 68.4MM according to [Crunchbase](https://www.crunchbase.com/organization/poly-ai) and [DealRoom](https://app.dealroom.co/companies/poly_ai)
- [Assembly AI](https://www.assemblyai.com/?utm_source=google&utm_medium=cpc&utm_campaign=Brand&utm_term=assembly%20ai) - Access powerful AI models to transcribe and understand speech.
Fundraised around $58 - 63MM according to [Crunchbase](https://www.crunchbase.com/organization/assemblyai) and [DealRoom](https://app.dealroom.co/companies/assemblyai)
- [Speak](https://www.speak.com/) - Talk about anything and get instant feedback from the world's most advanced AI language tutor.
Fundraised $58.4MM according to [DealRoom](https://app.dealroom.co/companies/speak_3)
- [Deepbrain AI](https://www.deepbrain.io/) - DeepBrain AI video synthesis solutions leverage the power of Artificial Intelligence to quickly create lifelike human-based AI avatars that inform, solve and guide users through thousands of possible scenarios and real time interactions.
Fundraised around $52 - 52.1MM according to [Crunchbase](https://www.crunchbase.com/organization/moneybrain) and [DealRoom](https://app.dealroom.co/companies/deepbrain)
- [Balto](https://www.balto.ai/) - Uniting agents with industry-leading AI for behavior change that delivers happier customers, increased revenue, and perfect conversations.
Fundraised around $51.3 - 51.9MM according to [Crunchbase](https://www.crunchbase.com/organization/balto-software) and [DealRoom](https://app.dealroom.co/companies/balto_software)
- [Riverside](https://riverside.fm/transcription) - An audio-video recording platform for broadcast media and podcasts.
Fundraised $47MM according to [Crunchbase](https://www.crunchbase.com/organization/riverside-fm/company_financials) and [DealRoom](https://app.dealroom.co/companies/riverside_fm)
#### $100M+ Raised
- [Dialpad](https://www.dialpad.com) - Call, message, meet, and support in one, beautiful Ai-powered app.
Fundraised $450M according to [Crunchbase](https://www.crunchbase.com/organization/dialpad) and [DealRoom](https://app.dealroom.co/companies/dialpad)
- [Asapp](https://www.asapp.com/) - Team of scientists, software engineers and designers,solving challenges in machine learning and natural language processing.
Fundraised $380MM according to [Crunchbase](https://www.crunchbase.com/organization/asapp) and [DealRoom](https://app.dealroom.co/companies/asapp)
- [Observe.AI](https://www.observe.ai/) - Gain insights from 100% of customer interactions, maximize frontline team performance, and accelerate outcomes across the business with live conversation intelligence.
Fundraised around $214 - 222MM according to [Crunchbase](https://www.crunchbase.com/organization/observe-ai) and [DealRoom](https://app.dealroom.co/companies/observe_ai)
- [Cresta](https://cresta.com/) - Cresta leverages artificial intelligence to help sales and service agents improve the quality of their customer service.
Fundraised around $151MM according to [Crunchbase](https://www.crunchbase.com/organization/cresta) and [DealRoom](https://app.dealroom.co/companies/cresta1)
- [Replicant](https://www.replicant.com/) - An AI voice technology that solves problems over the phone, improves customer experience, and reduces cost.
Fundraised around $112 - 113MM according to [Crunchbase](https://www.crunchbase.com/organization/replicant-inc) and [DealRoom](https://app.dealroom.co/companies/replicant)
### Image, Visual, Design & Creative Work
#### $5 - 15MM
- [Simplify](https://simplified.com/ai-writer/) - Simplified AI Writer is a free ai copywriting assistant that generates high-quality content for blogs, articles, product descriptions, websites & social media.
Fundraised $10MM according to [DealRoom](https://app.dealroom.co/companies/simplified_1)
- [ZMO.ai](https://www.zmo.ai) - THE AI Art Generator For Content Creators. Generate and Edit Anime, Product Photo, Illustration, Logos and more.
Fundraised $8MM according to [Crunchbase](https://www.crunchbase.com/organization/zmo-ai) and [DealRoom](https://app.dealroom.co/companies/zmo)
- [Prisma Labs](https://prisma-ai.com) - Deep Learning solutions for Computer Vision and AR.
Fundraised $6MM according to [Crunchbase](https://www.crunchbase.com/organization/prisma-5) and [DealRoom](https://app.dealroom.co/companies/prisma_labs)
- [Art Blocks](https://www.artblocks.io) - Art Blocks is a first of its kind platform focused on genuinely programmable on demand generative content that is stored immutably on the Ethereum Blockchain.
Fundraised $6MM according to [Crunchbase](https://www.crunchbase.com/organization/art-blocks) and [DealRoom](https://app.dealroom.co/companies/artblocks_io)
- [Skippr](https://skippr.com) - Developer of an augmented design platform intended to make digital product design easier. The company specializes in widely accepted UX principles, rationalizing and optimizing designs, and shortening the loop between ideation and delivery, helping creators with systematic design thinking, and also empowering product managers and other stakeholders.
Fundraised $6MM according to [Pitchbook](https://pitchbook.com/profiles/company/510831-10#overview)
- [Reface](https://hey.reface.ai) - AI/ML startup shifting from THE face-swapping app to a social platform for personalized content creation.
Fundraised $5.5MM according to [Crunchbase](https://www.crunchbase.com/organization/refaceai) and [DealRoom](https://app.dealroom.co/companies/refaceai)
- [Vizcom](https://www.vizcom.ai) - Ai creative tools for artists and designers. Create a high quality render in seconds with a quick sketch, eliminating the need for time-consuming manual rendering.
Fundraised $5MM according to [Pitchbook](https://pitchbook.com/profiles/company/490029-58)
#### $16 - 40MM
- [Imagen](https://imagen-ai.com/?v=1d) - An AI-powered photo editing solution for Adobe Lightroom Classic that learns your personal style and saves you time.
Fundraised $34MM according to [Crunchbase](https://www.crunchbase.com/organization/imagenai) and [DealRoom](https://app.dealroom.co/companies/imagenai)
- [PhotoRoom](https://www.photoroom.com) - Magic photo studio on the go. Create professional designs for free with our all-in-one creative photo editing platform.
Fundraised around $19MM according to [Crunchbase](https://www.crunchbase.com/organization/photoroom) and [DealRoom](https://app.dealroom.co/companies/photoroom)
- [Uizard.io](https://uizard.io) - Design mobile apps, websites, and UIs in minutes with Uizard, the world's first AI-powered UX/UI design tool!
Fundraised $18.6MM according to [Crunchbase](https://www.crunchbase.com/organization/uizard-technologies) and [DealRoom](https://app.dealroom.co/companies/uizard)
- [Beautiful.ai](https://www.beautiful.ai) - Beautiful.ai is the best presentation software for teams. Stay on brand, level up your presentation design, and collaborate from anywhere in the world.
Fundraised $16MM according to [Crunchbase](https://www.crunchbase.com/organization/beautiful-ai) and [DealRoom](https://app.dealroom.co/companies/beautiful_ai)
- [Facet](https://facet.ai) - Facet is the first AI-powered image editor, empowering artists to do what they do best: create.
Fundraised $15.5MM according to [Crunchbase](https://www.crunchbase.com/organization/facet-7c96) and [DealRoom](https://app.dealroom.co/companies/facet_1)
#### $41 - 100M
- [Typeface](https://www.typeface.ai) - The generative AI app to supercharge personalized content creation for work.
Fundraised $65MM according to [Crunchbase](https://www.crunchbase.com/organization/typeface) and [DealRoom](https://app.dealroom.co/companies/typeface)
- [Creative Fabrica](https://www.creativefabrica.com) - Get access to our ever growing library of fonts, graphics, crafts and more with the help of AI.
Fundraised around $56.3 - 63.1MM according to [Crunchbase](https://www.crunchbase.com/organization/creative-fabrica) and [DealRoom](https://app.dealroom.co/companies/creative_fabrica)
- [Tome](https://beta.tome.app) - Type in a prompt and watch Tome generate entire narratives from scratch or create additional content pages within seconds. Use our DALL. E 2 tile to create compelling images, tailor-made to bring your idea to life.
Fundraised around $75.3MM according to [Crunchbase](https://www.crunchbase.com/organization/magical-tome)
#### $100M+ Raised
- [Lightricks](https://www.lightricks.com) - We build easy-to-use apps that empower creators of all levels to transform their curiosity into cool content.
Fundraised around $305 - 335M according to [Crunchbase](https://www.crunchbase.com/organization/lightricks) and [DealRoom](https://app.dealroom.co/companies/lightricks)
### Video
#### $5 - 15MM
- [Rephrase.ai](https://www.rephrase.ai/) - A generative AI platform that allows you to convert plain text into professional-quality videos within minutes.
Fundraised around $12.1 - 12.2MM according to [Crunchbase](https://www.crunchbase.com/organization/rephrase-ai) and [DealRoom](https://app.dealroom.co/companies/rephrase_ai)
- [Yepic.ai](https://www.yepic.ai/) - Yepic's API allows you to create and personalise videos anywhere.
Fundraised around $12MM according to [Pitchbook](https://pitchbook.com/profiles/company/431337-61)
- [Glossai](https://glossai.co/) - Smart AI video generator that can turn any single piece of content into many short videos, blog posts and more various channels and use cases.
Fundraised $8MM according to [Crunchbase](https://www.crunchbase.com/organization/glossai) and [DealRoom](https://app.dealroom.co/companies/glossai_ltd_)
- [Rembrand](https://www.rembrand.com/) - Seamless, photo-realistic, paid product placements generated by AI for original videos.
Fundraised $8MM according to [Crunchbase](https://www.crunchbase.com/organization/rembrand) and [DealRoom](https://app.dealroom.co/companies/rembrand)
- [Detail](https://detail.co/) - Get AI-generated video highlights, import videos to your timeline and record all your audio and video at once, in sync.
Fundraised around $6.7 - 7MM according to [Crunchbase](https://www.crunchbase.com/organization/detail-technologies) and [DealRoom](https://app.dealroom.co/companies/detail)
- [Peech](https://www.peech-ai.com) - A personalized and automatic video editing and management platform, allows you to automatically create, transcribe, collaborate and optimize videos for seminars, webinars and meetings.
Fundraised around $6 - 8.5MM according to [Crunchbase](https://www.crunchbase.com/organization/peech-a8c1) and [DealRoom](https://app.dealroom.co/companies/peech)
- [Colossyan](https://www.colossyan.com/) - Convert PPTs and PDF reports into videos and take internal communication to the next level. Generate videos to educate, train and onboard staff more efficiently and effectively. AI video creator with real actors.
Fundraised around $6.1 - 6.2MM according to [Crunchbase](https://www.crunchbase.com/organization/colossyan) and [DealRoom](https://app.dealroom.co/companies/colossyan)
- [Reduct Video](https://reduct.video/) - A collaborative transcript-based video platform where everyone can review, search, highlight and edit video, as easily as text.
Fundraised around $5MM according to [Crunchbase](https://www.crunchbase.com/organization/reduct) and [DealRoom](https://app.dealroom.co/companies/reduct)
- [Waymark](https://waymark.com/) - AI video creator that makes it fast and easy to create compelling sample commercials.
Fundraised around $5MM according to [Crunchbase](https://www.crunchbase.com/organization/stik) and [DealRoom](https://app.dealroom.co/companies/waymark_fka_socialproof__)
#### $16 - 40MM
- [Veed](https://www.veed.io) - An online video suite for professionals. Record, edit and stream your videos in the cloud. The fastest and easiest way to make professional-quality videos.
Fundraised $35MM according to [Crunchbase](https://www.crunchbase.com/organization/veed-3a95) and [DealRoom](https://app.dealroom.co/companies/veed_io)
- [Hour One](https://hourone.ai/) - Turns text into video to make learning & development more fun & effective.
Fundraised around $25MM according to [Crunchbase](https://www.crunchbase.com/organization/hourone-ai) and [DealRoom](https://app.dealroom.co/companies/hour_one_ai)
- [Grain](https://grain.com/) - Automates note-taking, record-keeping, and insight capture from every customer conversation.
Fundraised around $20MM according to [Crunchbase](https://www.crunchbase.com/organization/grain-intelligence) and [DealRoom](https://app.dealroom.co/companies/grain_ltd)
- [Twelve Labs](https://twelvelabs.io/) - Helps developers make programs that can see, listen, and understand the world as we do by giving them the most powerful video search API.
Fundraised around $17MM according to [Crunchbase](https://www.crunchbase.com/organization/twelve-labs-62b5) and [DealRoom](https://app.dealroom.co/companies/twelve_labs_io)
#### $41 - 100M
- [Synthesia](https://www.synthesia.io) - An AI video creation platform. Thousands of companies use it to create videos in 120 languages, saving up to 80% of their time and budget.
Fundraised around $63 - 67MM according to [Crunchbase](https://www.crunchbase.com/organization/synthesia) and [DealRoom](https://app.dealroom.co/companies/synthesia)
- [VideoVerse](https://vverse.ai) - VideoVerse is a video tech company that encapsulates an ecosystem of smart video editing tools using AI for all enterprise and individual content creators.
Fundraised around $59MM according to [DealRoom](https://app.dealroom.co/companies/toch)
- [Invideo](https://invideo.io/) - Simplifies video creation with ready-made templates that you can quickly customize even if you've never done it before.
Fundraised around $52.5MM according to [Crunchbase](https://www.crunchbase.com/organization/invideo) and [DealRoom](https://app.dealroom.co/companies/invideo)
- [D-ID](https://www.d-id.com) - Create and interact with talking avatars at the touch of a button, to increase engagement and reduce costs. / Develops an AI software which protects identities from face recognition technologies.
Fundraised around $22 - 48MM according to [Crunchbase](https://www.crunchbase.com/organization/d-id) and [DealRoom](https://app.dealroom.co/companies/d_id)
#### $100M+ Raised
- N/A
### 3D, Simulations & XR
#### $5 - 15MM
- [Kinetix](https://www.kinetix.tech) - It allows with a great ease to create qualitative animated avatars that have given more life to Exclusible metaverse spaces!
Fundraised around $11MM according to [Crunchbase](https://www.crunchbase.com/organization/kinetix-661c) and [DealRoom](https://app.dealroom.co/companies/kinetix_1_1)
- [Fable Studio](https://www.fable-studio.com) - Fable is building next-generation AI authoring tools to create interactive characters who can live, learn and make decisions with us.
Fundraised around $10MM according to [Pitchbook](https://pitchbook.com/profiles/company/225905-95#timeline)
- [Uneeq Digital Humans](https://www.digitalhumans.com) - Design your AI to not only chat like a human, but look, sound and feel like a real person, too. Introducing digital humans, powered by ChatGPT.
Fundraised $10MM according to [Crunchbase](https://www.crunchbase.com/organization/faceme-ltd) and [DealRoom](https://app.dealroom.co/companies/uneeq)
- [Movio](https://www.movio.la) - MOVIO is an AI video generator that can help you take your marketing text and turn it into a spokesperson video in just minutes.
Fundraised $9MM according to [Crunchbase](https://www.crunchbase.com/organization/movio-dc3a) and [DealRoom](https://app.dealroom.co/companies/movio_2)
- [Metaphysic AI](https://metaphysic.ai) - AI generated content & web3 infrastructure to create a hyperreal metaverse owned by users.
Fundraised $7.5MM according to [Crunchbase](https://www.crunchbase.com/organization/metaphysic) and [DealRoom](https://app.dealroom.co/companies/metaphysic)
- [Scenario](https://www.scenario.com) - AI-generated game assets. Create high-quality, style-consistent, proprietary assets for your games.
Fundraised $6MM according to [DealRoom](https://app.dealroom.co/companies/scenario_1)
- [Common Sense Machines](https://csm.ai) - AI-assisted 3D Environment and Game Design. Turn images and text to 3D assets and game scripts.
Fundraised $5.1MM according to [Crunchbase](https://www.crunchbase.com/organization/common-sense-machines)
- [Move.ai](https://www.move.ai) - Game changing high fidelity markerless motion capture, powered by computer vision and AI.
Fundraised around $5MM according to [DealRoom](https://app.dealroom.co/companies/move_ai)
#### $16 - 40MM
- [Rct.ai](https://rct.ai/en-us/) - It is providing AI solutions to the game industry and building the true Metaverse with AI generated content.
Fundraised $25.7MM according to [Crunchbase](https://www.crunchbase.com/organization/rct-ai) and [DealRoom](https://app.dealroom.co/companies/rct_studio_1)
- [Alethea.ai](https://alethea.ai) - The world's first Multimodal AI System that generates interactive AI Characters from a description in natural language. In short, CharacterGPT enables Text-to-Character creation.
Fundraised $16MM according to [Crunchbase](https://www.crunchbase.com/organization/alethea-ai) and [DealRoom](https://app.dealroom.co/companies/alethea)
#### $41 - 100M
- [Inworld](https://www.inworld.ai) - AI characters for games & immersive experiences . Create more realistic and believable worlds with characters powered by artificial intelligence.
Fundraised around $69 - 81MM according to [Crunchbase](https://www.crunchbase.com/organization/inworld-ai) and [DealRoom](https://app.dealroom.co/companies/inworld_ai)
#### $100M+ Raised
- [Leia Inc](https://www.leiainc.com) - It is the leading provider of Lightfield hardware and content services. Lightfield is a new visual medium that lets you experience imagery with complex light effects, such as textures and sparkles, as well as 3D depth and look-around.
Fundraised around $155 - 325M according to [Crunchbase](https://www.crunchbase.com/organization/leia) and [DealRoom](https://app.dealroom.co/companies/leia_inc_)
- [Soul Machines](https://www.soulmachines.com) - Soul Machines' Human OS platform allows the immersion of Digital People into digital platforms. It runs the Digital Brain and also enables its interconnection to Natural Language Engines, data, productivity, analytics, and other tools.
Fundraised around $115 - 118M according to [Crunchbase](https://www.crunchbase.com/organization/soul-machines) and [DealRoom](https://app.dealroom.co/companies/soul_machines)
### General Productivity
#### $5 - 15MM
- [Prodigal Tech](https://www.prodigaltech.com) - Prodigal's AI-powered applications automate and simplify your processes by guiding your agents through calls and ensuring real-time compliance.
Fundraised $12.1MM according to [Crunchbase](https://www.crunchbase.com/organization/prodigal-3824) and [DealRoom](https://app.dealroom.co/companies/prodigal_technologies)
- [Xembly](https://www.xembly.com) - Sendings notes after your meetings keeps everyone informed and accountable. Now Xembly does that work for you. No need to decode a transcript - Offers an automated chief of staff for every worker.
Fundraised $15MM according to [Crunchbase](https://www.crunchbase.com/organization/xembly) and [DealRoom](https://app.dealroom.co/companies/xembly)
- [Spiritt](https://spiritt.io) - SPIRITT is a human-assisted AI platform that lets you build complex apps like Airbnb, Instagram, Pinterest, and many more without any tech skills needed, With an affordable monthly price.
Fundraised $5.5MM according to [Crunchbase](https://www.crunchbase.com/organization/spiritt) and [DealRoom](https://app.dealroom.co/companies/spiritt)
- [ASK Ai](https://www.ask-ai.com) - ASK aggregates text-heavy company knowledge & customer communications to reveal ChatGPT-like answers and actionable insights.
Fundraised $9MM according to [Crunchbase](https://www.crunchbase.com/organization/ask-ai) and [DealRoom](https://app.dealroom.co/companies/ask_ai_1)
- [Onloop](https://www.onloop.com) - OnLoop is a mobile-first platform that helps managers and teams build better feedback loops. It is compounding regular, bite-sized feedback to create dynamic goals – all summarized by artificial intelligence (AI) to replace traditional performance reviews written from memory.
Fundraised around $5.5 - 11MM according to [Crunchbase](https://www.crunchbase.com/organization/onloop-pte-ltd) and [DealRoom](https://app.dealroom.co/companies/onloop_1)
- [Viable](https://www.askviable.com) - Platform that automates the qualitative analysis of customer feedback and helps companies measure their product market fit.
Fundraised around $8.9 - 10.9MM according to [Crunchbase](https://www.crunchbase.com/organization/viable-fit) and [DealRoom](https://app.dealroom.co/companies/askviable_com_)
- [Fathom](https://fathom.video) - Fathom records, transcribes, highlights, and summarizes your meetings so you can focus on the conversation. Get setup in minutes.
Fundraised around $5 - 6.7MM according to [Crunchbase](https://www.crunchbase.com/organization/fathom-video) and [DealRoom](https://app.dealroom.co/companies/fathom_1_10)
#### $16 - 40MM
- [Fireflies](https://fireflies.ai) - Uses generative AI to bring ChatGPT to meetings. Generate transcripts and smart summaries for Zoom, Google Meet, Microsoft Teams and many more.
Fundraised $19MM according to [Crunchbase](https://www.crunchbase.com/organization/fireflies) and [DealRoom](https://app.dealroom.co/companies/fireflies_ai)
- [Mem](https://get.mem.ai) - The self-organizing workspace. Mem is the world's first AI-powered workspace that's personalized to you. Amplify your creativity, automate the mundane, and stay organized automatically.
Fundraised $29.1MM according to [Crunchbase](https://www.crunchbase.com/organization/mem-labs) and [DealRoom](https://app.dealroom.co/companies/mem1)
- [Air](https://www.air.ai) - Meet Air: the software platform that helps businesses get to market faster, cheaper, and more effectively than ever before.
Fundraised $28 - 70MM according to [Crunchbase](https://www.crunchbase.com/organization/air) and [DealRoom](https://app.dealroom.co/companies/air_labs)
#### $41 - 100M
- [Otter.ai](https://otter.ai) - Ises AI to write automatic meeting notes with real-time transcription, recorded audio, automated slide capture, and automated meeting summaries.
Fundraised around $63 - 73MM according to [Crunchbase](https://www.crunchbase.com/organization/aisense-inc) and [DealRoom](https://app.dealroom.co/companies/otter_ai)
- [Sana Labs](https://www.sanalabs.com) - Sana's AI-powered learning platform helps pioneering companies share knowledge, learn fast, automate admin and perform 10x faster.
Fundraised $54MM according to [Crunchbase](https://www.crunchbase.com/organization/sana-2) and [DealRoom](https://app.dealroom.co/companies/sana_labs)
#### $100M+ Raised
- N/A
### Search
#### $5 - 15MM
- [Seek](https://www.seek.ai) - A platform that allows business end-users to ask questions and store them in a knowledge base.
Fundraised $7.5MM according to [Crunchbase](https://www.crunchbase.com/organization/seek-ai) and [DealRoom](https://app.dealroom.co/companies/seek_)
- [Nuclia](https://nuclia.com) - The AI search engine delivering the right answers from your internal documents.
Fundraised around $5.4 - 5.9MM according to [Crunchbase](https://www.crunchbase.com/organization/flaps-io) and [DealRoom](https://app.dealroom.co/companies/nuclia)
- [Dashworks](https://www.dashworks.ai) - The AI search assistant for work. Dashworks enables teams to find and organize their knowledge across apps from one place, and leverage their collective expertise.
Fundraised around $5MM according to [Pitchbook](https://pitchbook.com/profiles/company/433404-91#overview)
#### $16 - 40MM
- [Hebbia](https://www.hebbia.ai) - Cutting edge ML productivity tools that supercharge knowledge workers -
Hebbia can index anything — scanned PDFs, PowerPoints, spreadsheets, transcripts — and instantly spin up an expert search engine that pinpoints answers to your most complex questions.
Fundraised around $28 - 31MM according to [Crunchbase](https://www.crunchbase.com/organization/hebbia) and [DealRoom](https://app.dealroom.co/companies/hebbia)
- [Perplexity AI](https://www.perplexity.ai) - Search engine with AI that unlocks the power of knowledge with information discovery and sharing.
Fundraised $25 - 28.7MM according to [Crunchbase](https://www.crunchbase.com/organization/perplexity-ai) and [DealRoom](https://app.dealroom.co/companies/perplexity_ai)
- [Vectara](https://vectara.com) - Vectara is LLM-powered search-as-a-service. The platform provides a complete ML search pipeline from extraction and indexing to retrieval, re-ranking and calibration. Every element of the platform is API-addressable. Developers can embed the most advanced NLP models for app and site search in minutes.
Fundraised $20MM according to [Pitchbook](https://pitchbook.com/profiles/company/491089-60#overview)
- [Weaviate](https://weaviate.io) - Weaviate is an open-source vector database. It allows you to store data objects and vector embeddings from your favorite ML-models, and scale seamlessly into billions of data objects.
Fundraised $17.7MM according to [Crunchbase](https://www.crunchbase.com/organization/weaviate) and [DealRoom](https://app.dealroom.co/companies/weaviate)
#### $41 - 100M
- [Neeva](https://neeva.com) - Experience blazing fast browsing on mobile. The Neeva app is the first private, ad-free search engine and browser, all in one.
Fundraised $75.5MM according to [Crunchbase](https://www.crunchbase.com/organization/neeva) and [DealRoom](https://app.dealroom.co/companies/neeva_1_2)
- [You](https://you.com) - You.com is a search engine built on artificial intelligence that provides users with a customized search experience while keeping their data 100% private.
Fundraised $45MM according to [Crunchbase](https://www.crunchbase.com/organization/you-com-523e) and [DealRoom](https://app.dealroom.co/companies/you_com)
#### $100M+ Raised
- N/A
### Marketing BI tools
#### $5 - 15MM
- [Madgicx](https://madgicx.com) - Madgicx brings all advertising technology solutions into a single advertising platform. Instead of having separate solutions for bid testing, audience creation, bidding/budget optimization, automation, and strategy, you get one simple, integrated platform that is easy to use and manage.
Fundraised $14MM according to [Pitchbook](https://pitchbook.com/profiles/company/460317-16#overview)
- [Omneky](https://www.omneky.com) - Utilizes state-of-the-art deep learning to personalize advertising creative across all digital channels.
Fundraised $10MM according to [Crunchbase](https://www.crunchbase.com/organization/omneky) and [DealRoom](https://app.dealroom.co/companies/omneky)
- [Outplay](https://outplayhq.com) - A multi-channel sales engagement platform.
Fundraised $9.3MM according to [Crunchbase](https://www.crunchbase.com/organization/outplay) and [DealRoom](https://app.dealroom.co/companies/outplay_1)
- [Quattr](https://www.quattr.com) - Supercharge your brand's online visibility by knowing what's holding it back.
Our SEO concierges manage your SEO platform and help you strategize growth. Time is revenue. Automate 30+ manual SEO tasks. Prioritize based on predicted growth. Turn search performance into your revenue engine.
Fundraised $7.1MM according to [Crunchbase](https://www.crunchbase.com/organization/quattr-inc) and [DealRoom](https://app.dealroom.co/companies/quattr)
- [Demandwell](https://www.demandwell.com) - The Ultimate Solution to Drive Demand in Search. We've combined personalized coaching and support with software automation and AI for a better SEO experience. Demandwell's tech-enabled services help you drive demand faster and grow like a weed with search engine optimized content.
Fundraised $5MM according to [Crunchbase](https://www.crunchbase.com/organization/demandwell) and [DealRoom](https://app.dealroom.co/companies/demandwell)
- [Durable](https://durable.co) - The AI website builder that generates an entire website with images and copy in seconds.
Fundraised $6.2MM according to [Pitchbook](https://pitchbook.com/profiles/company/494198-65#overview)
- [MarketMuse](https://www.marketmuse.com) - MarketMuse uses AI to accelerate content planning, creation and optimization.
Fundraised $5.9 - 9.2MM according to [Crunchbase](https://www.crunchbase.com/organization/marketmuse) and [DealRoom](https://app.dealroom.co/companies/marketmuse)
- [Dynamo10x](https://www.dynamo.fyi) - Use super automations to optimize your social community value.
Fundraised around $5MM according to [Crunchbase](https://www.crunchbase.com/organization/dynamo-tech-israel) and [DealRoom](https://app.dealroom.co/companies/dynamo_2_3)
- [The.com](https://www.the.com) - The.com is a website automation platform for generating web pages and websites at scale.
Fundraised around $5MM according to [Crunchbase](https://www.crunchbase.com/organization/the-com) and [DealRoom](https://app.dealroom.co/companies/the_dotcom)
- [Topline Pro](https://www.toplinepro.com) - A Generative AI platform enabling home service businesses to be easily discovered, trusted and booked, directly.
Fundraised $5MM according to [Crunchbase](https://www.crunchbase.com/organization/prophone) and [DealRoom](https://app.dealroom.co/companies/prophone)
#### $16 - 40MM
- [Anyword](https://anyword.com) - Anyword's AI writing generator creates effective copy for anyone. Take the guesswork out of your marketing text with an AI copywriting tool that converts.
Fundraised $30.1MM according to [Crunchbase](https://www.crunchbase.com/organization/keywee) and [DealRoom](https://app.dealroom.co/companies/keywee)
- [Unbounce](https://unbounce.com) - Unbounce is the landing page builder designed for marketers.
Fundraised around $39.1MM according to [Crunchbase](https://www.crunchbase.com/organization/unbounce) and [DealRoom](https://app.dealroom.co/companies/unbounce)
#### $41 - 100M
- [Mutiny](https://www.mutinyhq.com) - Mutiny is a no-code AI platform that helps marketers convert their top of funnel demand into revenue, without engineers. / Mutiny helps marketers and businesses to tailor message to the specific needs of their customer and boost their sales.
Fundraised around $67 - 72MM according to [Crunchbase](https://www.crunchbase.com/organization/mutinyhq) and [DealRoom](https://app.dealroom.co/companies/mutinyhq_com)
- [Persado](https://www.persado.com) - SaaS solution that breaks down marketing languages into emotional components.
Fundraised $66MM according to [Crunchbase](https://www.crunchbase.com/organization/persado) and [DealRoom](https://app.dealroom.co/companies/persado)
#### $100M+ Raised
- N/A
### Code
#### $5 - 15MM
- [CodiumAI](https://www.codium.ai) - Generating meaningful tests and code suggestions for busy developers. CodiumAI help you understand and measure how your code behaves right inside your IDE.
Fundraised $10.6MM according to [Crunchbase](https://www.crunchbase.com/organization/codiumai) and [DealRoom](https://app.dealroom.co/companies/codium_1)
- [Anima](https://www.animaapp.com) - Helps product teams deliver the best version of their vision faster.
Fundraised around $12 - 15MM according to [Crunchbase](https://www.crunchbase.com/organization/anima-app) and [DealRoom](https://app.dealroom.co/companies/anima_app)
- [Bloop](https://bloop.ai) - Developer of a coding platform intended to surface code examples from each library's official documentation. The company's platform offers a code editor extension that works by aggregating patterns of common library usages to discover parameters and minimize errors, enabling clients to discover which parameters to use, common input sanitizing and error handling.
Fundraised around $8MM according to [Pitchbook](https://pitchbook.com/profiles/company/481774-87?utm_source=google&utm_medium=cpc&utm_campaign=Profile-Previews-EU&adgroup=Profile-Previews-Company-Profiles&utm_term=&device=c&utm_content=&_bk=&_bt=572931937134&_bm=&_bn=g&_bg=118671624392&kwdaud=dsa-1046244901564&sfid=-dc_pcrid_572931937134_pkw__pmt__slid__productid__pgrid_118671624392_ptaid_dsa-1046244901564&gclid=CjwKCAjw5pShBhB_EiwAvmnNVxmLfaYzbLRoVoBtfFldzai3WI80D2yzJ_HDDqyLfN1woxdVizcrLBoCEBcQAvD_BwE#overview)
- [Wilco Sierra](https://trywilco.com/sierra) - Meet Sierra! This Wilco experiment is a first-of-its-kind platform that generates challenges for software engineers using AI. Just tell it what you want to learn, and it will create personalized educational content for you.
Fundraised around $7MM according to [Crunchbase](https://www.crunchbase.com/organization/wilco-78d1)
#### $16 - 40MM
- [Codacy](https://www.codacy.com) - An automated code review tool that helps developers save time in code reviews and manage technical debt.
Fundraised $29.4MM according to [Crunchbase](https://www.crunchbase.com/organization/codacy) and [DealRoom](https://app.dealroom.co/companies/codacy)
- [Warp](https://www.warp.dev) - Warp is a blazingly fast, Rust-based terminal built to make you and your team more productive at coding and DevOps.
Fundraised $23MM according to [Crunchbase](https://www.crunchbase.com/organization/warp-664e) and [DealRoom](https://app.dealroom.co/companies/warp_1_2)
- [Tabnine](https://www.tabnine.com) - Boost productivity and amplify coding accuracy with the power of Tabnine's all-language AI-assisted code completion.
Fundraised around $30MM according to [Crunchbase](https://www.crunchbase.com/organization/tabnine) and [DealRoom](https://app.dealroom.co/companies/tabnine)
- [Magic.dev](https://magic.dev) - Software that builds software, code completion and explanation.
Fundraised around $20MM according to [DealRoom](https://app.dealroom.co/companies/magic_4)
#### $41 - 100M
- N/A
#### $100M+ Raised
- [Replit](https://replit.com) - Browser-based integrated development environment for cross-platform collaborative coding.
Fundraised around $104 - 105M according to [Crunchbase](https://www.crunchbase.com/organization/replit) and [DealRoom](https://app.dealroom.co/companies/repl_it)
### Music
#### $5 - 15MM
- [Wombo.ai](https://www.wombo.ai) - WOMBO is the world's best AI-powered lip sync app.
Fundraised around $6MM according to [Crunchbase](https://www.crunchbase.com/organization/wombo) and [DealRoom](https://app.dealroom.co/companies/wombo_ai)
- [Moises](https://moises.ai) - Music-tech platform offering musicians and producers a suite of AI tools such as audio separation, pitch/beats/chord detection, metronome, tempo changer and mastering.
Fundraised around $10.4MM according to [Crunchbase](https://www.crunchbase.com/organization/moises)
- [LifeScore](https://www.lifescoremusic.com) - LifeScore is a new way to experience music. Our endlessly adaptive music platform creates unique, real-time soundtracks for every journey. From the iconic Abbey Road Studios in London, we work with world-class musicians and composers to record and compose musical building blocks. That musical raw material is then processed by our proprietary AI platform to generate soundtracks that adapt to the listener's environment and inputs, creating an authentic and interactive musical experience that is unique every time you engage it.
Fundraised around $12 - 14.5MM according to [Crunchbase](https://www.crunchbase.com/organization/lifescore) and [DealRoom](https://app.dealroom.co/companies/lifescore)
#### $16 - 40MM
- [Splash](https://www.splashmusic.com) - Splash is the world's best virtual music festival. This never ending festival brings music and gameplay together in fun new ways. Everyone can feel like a star by using our AI instrument to perform music on stage and interact with live audiences.
Fundraised around $21 - 23MM according to [Crunchbase](https://www.crunchbase.com/organization/popgun) and [DealRoom](https://app.dealroom.co/companies/splash_1_2)
- [Aimi](https://www.aimi.fm) - Aimi's interactive music experiences allow fans to interact with music at the composition level, turning each experience into a personalized journey.
Fundraised $20MM according to [Crunchbase](https://www.crunchbase.com/organization/aimi-e92a) and [DealRoom](https://app.dealroom.co/companies/aimi)
#### $41 - 100M
- N/A
#### $100M+ Raised
- N/A
## Vertical Application
A vertical application is software that is defined and built according to a user's specific requirements in order to achieve specific functions and processes that are unique to that user. It is usually customized for a target enterprise or organization in order to meet its own special needs.
### Health & Drug Discovery
#### $5 - 15MM
- [Sorcero](https://www.sorcero.com/) - An enterprise AI-powered medical analytics solution purpose-built for Life Sciences.
Fundraised around $5.1 - 15.1MM according to [Crunchbase](https://www.crunchbase.com/organization/sorcero) and [DealRoom](https://app.dealroom.co/companies/sorcero)
- [AtroposHealth](https://www.atroposhealth.com/) - Rapidly provides personalized real-world evidence for any clinical decision.
Fundraised $14MM according to [Crunchbase](https://www.crunchbase.com/organization/atropos-health) and [DealRoom](https://app.dealroom.co/companies/atroposhealth)
- [Ordaos](https://ordaos.bio/) - Help pharma and biotech partners around the world discover & deliver safer and more effective therapeutics in a fraction of the time with the novel power of AI-designed miniPRO™ proteins.
Fundraised around $5 - 10.6MM according to [Crunchbase](https://www.crunchbase.com/organization/ordaos-bio) and [DealRoom](https://app.dealroom.co/companies/ordaos)
- [Atomica.ai](https://atomica.ai/) - Gives you a complete, end-to-end solution to unlock the benefits of digital dentistry so you can achieve more growth, efficiency, and peace of mind.
Fundraised $10MM according to [PitchBook](https://pitchbook.com/profiles/company/493149-61)
- [Profluent](https://www.profluent.bio/) - An AI-first protein design company.
Fundraised $9MM according to [Crunchbase](https://www.crunchbase.com/organization/profluent-bio)
- [Valence](https://www.valencediscovery.com) - AI-first design of novel chemistry against previously intractable biology.
Fundraised $8.5MM according to [Crunchbase](https://www.crunchbase.com/organization/invivo-ai) and [DealRoom](https://app.dealroom.co/companies/valence_discovery)
- [Syntegra](https://www.syntegra.io/) - Creates accurate, privacy-preserved synthetic data that bridges the gap between your organization's data privacy and data science needs, allowing you to take a data-centric approach to innovation in patient care and improved clinical outcomes.
Fundraised $5.6MM according to [Crunchbase](https://www.crunchbase.com/organization/synytegra) and [DealRoom](https://app.dealroom.co/companies/syntegra)
- [Antiverse](https://www.antiverse.io/) - Uses machine learning to engineer novel antibodies against difficult targets such as GPCRs and ion channels.
Fundraised around $5.3MM according to [Crunchbase](https://www.crunchbase.com/organization/antiverse) and [DealRoom](https://app.dealroom.co/companies/antiverse)
#### $16 - 40MM
- [Aqemia](https://www.aqemia.com/) - A next-generation pharmatech company generating one of the world's fastest-growing drug discovery pipeline.
Fundraised around $31.1 - 34.8MM according to [Crunchbase](https://www.crunchbase.com/organization/aqemia) and [DealRoom](https://app.dealroom.co/companies/aqemia)
- [Wysa](https://www.wysa.com) - Use Wysa to vent or just talk through negative thoughts and emotions. Let it help you cope with pandemic anxiety and lockdowns. A global leader in AI-driven mental health support certified by ORCHA and recommended by NHS.
Fundraised $29.4MM according to [Crunchbase](https://www.crunchbase.com/organization/touchkin-eservices) and [DealRoom](https://app.dealroom.co/companies/touchkin)
- [A-Alpha Bio](https://www.aalphabio.com/) - Measures millions of protein-protein interactions at a time, accelerating therapeutic discovery to improve human health. Apply synthetic biology and machine learning to measure, discover, predict, and engineer protein-protein interactions.
Fundraised around $23.6 - 24.8MM according to [Crunchbase](https://www.crunchbase.com/organization/a-alpha-bio) and [DealRoom](https://app.dealroom.co/companies/a_alpha_bio)
- [Abridge](https://www.abridge.com/) - Summarize and structure health conversations — all through Abridge's medical AI.
Fundraised around $22.5 - 27.5MM according to [Crunchbase](https://www.crunchbase.com/organization/abridge-d1a4) and [DealRoom](https://app.dealroom.co/companies/abridge)
- [Nabla](https://www.nabla.com/) - Enables businesses to leverage AI by turning the latest academic machine learning research into scalable products.
Fundraised around $18.7 - 20.6MM according to [Crunchbase](https://www.crunchbase.com/organization/nabla) and [DealRoom](https://app.dealroom.co/companies/nabla)
- [Retrace](https://retrace.ai/) - Helps oral health care providers get paid accurately and instantly with a complete billing and office solution that connects your entire practice.
Fundraised $18MM according to [Crunchbase](https://www.crunchbase.com/organization/retrace-3c6f)
- [Basecamp Research](https://www.basecamp-research.com/) - Works on building a sustainable future with environmental genomic data with biotechnology.
Fundraised around $16.1 - 20MM according to [Crunchbase](https://www.crunchbase.com/organization/basecamp-research) and [DealRoom](https://app.dealroom.co/companies/basecamp_research)
- [Jura Bio](https://www.jura.bio/) - Building the future of cell therapies by expanding what cell therapies can target with JURA's transformative MHC-CAR and cell-free systems for autoimmune disease that allows them to tackle new diseases & arrest the auto-inflammatory cascade.
Fundraised $16.5MM according to [PitchBook](https://pitchbook.com/profiles/company/465489-82)
- [Pictorlabs](https://pictorlabs.ai/) - Offers virtual staining technology using proprietary models powered by artificial intelligence.
Fundraised around $15.2 - 18.8MM according to [Crunchbase](https://www.crunchbase.com/organization/pictor-labs) and [DealRoom](https://app.dealroom.co/companies/pictor_labs)
- [Redesign_Science](https://www.redesignscience.com/) - We simulate biomolecular systems from first principles using physics-based atomic-level molecular dynamics. Their NUVO™ technology platform combines physics simulation with generative AI to serve their internal therapeutics pipeline.
Fundraised around $12 - 17MM according to [Crunchbase](https://www.crunchbase.com/organization/redesign-science) and [DealRoom](https://app.dealroom.co/companies/redesign_science)
#### $41 - 100M
- [BigHat Biosciences](https://www.bighatbio.com/) - Protein therapeutics company that develops an antibody design platform guided by artificial intelligence.
Fundraised $99.3MM according to [Crunchbase](https://www.crunchbase.com/organization/bighat-biosciences) and [DealRoom](https://app.dealroom.co/companies/bighat_biosciences)
- [Evozyne](https://www.evozyne.com) - We have a new way of thinking about proteins. We've uncovered Nature's hidden rules to build Natural Machines. With our partners, we are changing the world. - Protein Engineering.
Fundraised $63.4MM according to [Crunchbase](https://www.crunchbase.com/organization/evozyne) and [DealRoom](https://app.dealroom.co/companies/evozyne)
- [Arzeda](https://arzeda.com/) - Solve some of today's hardest problems – from food production and better nutrition to sustainable materials and home care – by creating new designer proteins and enzymes that have the limitless potential to create better products for everyone.
Fundraised around $48.2 - 51.4MM according to [Crunchbase](https://www.crunchbase.com/organization/arzeda) and [DealRoom](https://app.dealroom.co/companies/arzeda)
- [Atomic AI](https://atomic.ai/) - Developing the cutting-edge fusion of machine learning and structural biology to unlock RNA drug discovery.
Fundraised $42MM according to [Crunchbase](https://www.crunchbase.com/organization/atomic-ai) and [DealRoom](https://app.dealroom.co/companies/atomic_ai)
#### $100M+ Raised
- [Generate:Biomedicines](https://generatebiomedicines.com/) - A biotechnological company focusing on creating breakthrough medicines.
Fundraised around $370 - 420MM according to [Crunchbase](https://www.crunchbase.com/organization/generate-biomedicines) and [DealRoom](https://app.dealroom.co/companies/generate_biomedicines)
- [Insilico Medicine](https://insilico.com/) - Develops an AI platform for drug development to treat cancer and age-related diseases.
Fundraised around $401.3 - 409MM according to [Crunchbase](https://www.crunchbase.com/organization/insilico-medicine) and [DealRoom](https://app.dealroom.co/companies/insilico_medicine)
- [Paige](https://paige.ai/) - Builds software to advance the diagnosis, treatment, and biomarker discovery for cancer.
Fundraised $220MM according to [Crunchbase](https://www.crunchbase.com/organization/paige-ai)
- [Enveda Biosciences](https://www.envedabio.com) - Engineering new drugs from nature with knowledge graphs, metabolomics, and ML.
Fundraised around $116 - 184M according to [Crunchbase](https://www.crunchbase.com/organization/enveda-therapeutics) and [DealRoom](https://app.dealroom.co/companies/enveda_biosciences)
- [Woebot Health](https://woebothealth.com/) - Provides behavioral health solutions and prescriptions for adolescent and postpartum depression.
Fundraised around $123 - 123.3MM according to [Crunchbase](https://www.crunchbase.com/organization/woebot-labs) and [DealRoom](https://app.dealroom.co/companies/woebot_health)
- [Mdclone](https://www.mdclone.com/) - Provides data in real time to anyone across the healthcare ecosystem in the format they need and with the privacy controls they require, enhancing the usability and access of existing data and reducing costs associated with data aggregation.
Fundraised $104MM according to [Crunchbase](https://www.crunchbase.com/organization/mdclone) and [DealRoom](https://app.dealroom.co/companies/mdclone)
### Other Specialized Verticals
#### $5 - 15MM
- [Ross Intelligence](https://www.ycombinator.com/companies/ross-intelligence#:~:text=%3A%2F%2Frossintelligence.com-,ROSS%20is%20an%20AI%2Dpowered%20legal%20research%20platform%20that%20can,legal%20services%20around%20the%20world.) - Our mission is to develop technologies that increase access to legal services around the world. We are going after the $8B legal research market with our AI-powered legal research platform that allows lawyers to research in 80% less time and find cases they would have otherwise missed.
Fundraised around $13.1MM according to [Crunchbase](https://www.crunchbase.com/organization/ross-intelligence) and [DealRoom](https://app.dealroom.co/companies/ross_intelligence)
- [Darwin AI](https://darwinai.com) - DarwinAI is a rapidly growing visual quality inspection company providing manufacturers an end-to-end solution to improve product quality and increase production efficiency.
Fundraised $9MM according to [DealRoom](https://app.dealroom.co/companies/darwinai)
- [ToffeeAM](https://www.toffeeam.co.uk/) - Optimizes product designs for 3D printing. Intelligent Multiphysics Generative Design for Advanced Manufacturing.
Fundraised around $6 - 7.9MM according to [Crunchbase](https://www.crunchbase.com/organization/toffeeam) and [DealRoom](https://app.dealroom.co/companies/toffeeam)
- [Term Scout](https://www.termscout.com/) - A legal tech platform that brings transparency to the contract review process, reducing review time by up to 50%.
Fundraised $7.3MM according to [Crunchbase](https://www.crunchbase.com/organization/termscout)
- [Swapp](https://www.swapp.ai/) - Aims to disrupt the current planning methodologies by providing an AI-driven end-to-end planning service.
Fundraised $7MM according to [Crunchbase](https://www.crunchbase.com/organization/buildos) and [DealRoom](https://app.dealroom.co/companies/swapp_2)
- [Zuma](https://www.getzuma.com/) - Convert hot leads into booked tours.
Fundraised around $6.7 - 7.2MM according to [Crunchbase](https://www.crunchbase.com/organization/astro) and [DealRoom](https://app.dealroom.co/companies/zuma_)
- [Data Skrive](https://dataskrive.com/) - A SaaS that creates automated content for Sportsbooks and sports media companies.
Fundraised $6.3MM according to [Crunchbase](https://www.crunchbase.com/organization/data-skrive)
- [Harvey](https://www.harvey.ai/) - Creates unique, supportive living spaces for the world.
Fundraised $5MM according to [DealRoom](https://app.dealroom.co/companies/harvey_1)
#### $16 - 40MM
- [Archistar](https://www.archistar.ai) - Creates cutting-edge technology that revolutionizes the way property professionals plan, design, and buil.
Fundraised around $13 - 31MM according to [Crunchbase](https://www.crunchbase.com/organization/archistar) and [DealRoom](https://app.dealroom.co/companies/archistar)
- [Darrow](https://www.darrow.ai/) - Scans publicly available data to detect hidden legal violations, turns them into cases, and gives everything needed to know about them.
Fundraised $24MM according to [DealRoom](https://app.dealroom.co/companies/darrow)
- [TestFit](https://testfit.io/) - Algorithms and co-creation tools that help developers, architects, urban planners and more to solve hotel, parking or multifamily building site plans in seconds.
Fundraised $22MM according to [DealRoom](https://app.dealroom.co/companies/testfit)
- [BlackShark.AI](https://blackshark.ai/) - A 3D digital twin of Earth I powered by satellite data & artificial intelligence.
Fundraised $20MM according to [Crunchbase](https://www.crunchbase.com/organization/blackshark-ai) and [DealRoom](https://app.dealroom.co/companies/blackshark_ai)
#### $41 - 100M
- [Casetext](https://casetext.com) - AI technology aiming to help increase litigator efficiency.
Fundraised $64.3MM according to [Crunchbase](https://www.crunchbase.com/organization/casetext) and [DealRoom](https://app.dealroom.co/companies/casetext)
- [Mad Street Den](https://www.madstreetden.com/) - A computer vision and artificial intelligence startup.
Fundraised around $52.7 - 55.8MM according to [Crunchbase](https://www.crunchbase.com/organization/mad-street-den) and [DealRoom](https://app.dealroom.co/companies/mad_street_den_1)
#### $100M+ Raised
- [Primer](https://primer.ai) - Building machines that can read and write, automating the analysis of very large datasets.
Fundraised $168M according to [Crunchbase](https://www.crunchbase.com/organization/primer-7cbe) and [DealRoom](https://app.dealroom.co/companies/primer_2)
## Enabling Infrastructure
Enabling Infrastructure applications are unique software platforms have been built to manage wireless networks, to enrich IoT gateways, to deploy big data & cloud software, to integrate machine-learning models, to distribute intelligence across wearables, internet-of-things, etc.
### ML Ops & Dev Tools
#### $5 - 15MM
- [Deepset](https://www.deepset.ai) - Build NLP features into your product. Implement semantic search, question answering or document similarity quickly and reliably with deepset Cloud.
Fundraised ardound $15MM+ according to [Pitchbook](https://pitchbook.com/profiles/company/327272-41#overview)
- [Lattice Flow](https://latticeflow.ai) - LatticeFlow is empowering organizations to build and deploy robust AI they can understand and trust.
Fundraised $14.8MM according to [Crunchbase](https://www.crunchbase.com/organization/latticeflow) and [DealRoom](https://app.dealroom.co/companies/latticeflow)
- [Whylabs](https://whylabs.ai) - Enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents.
Fundraised $14MM according to [Crunchbase](https://www.crunchbase.com/organization/whylabs) and [DealRoom](https://app.dealroom.co/companies/whylabs)
- [DhiWise](https://www.dhiwise.com) - DhiWise is a programming platform where developers can convert their designs into developer-friendly code for mobile and web apps.
Fundraised around $7 - 10MM according to [Crunchbase](https://www.crunchbase.com/organization/dhiwise) and [DealRoom](https://app.dealroom.co/companies/dhiwise)
- [Modal Labs](https://modal.com) - Modal lets you run or deploy machine learning models, massively parallel compute jobs, task queues, web apps, and much more, without your own infrastructure.
Fundraised $7MM according to [Pitchbook](https://pitchbook.com/profiles/company/504100-09)
- [XetData](https://xetdata.com) - Delightful collaboration on code and data at any scale.
Fundraised around $6.5 - 7.5MM according to [Crunchbase](https://www.crunchbase.com/organization/xetdata) and [DealRoom](https://app.dealroom.co/companies/xetdata)
- [Explosion](https://explosion.ai) - Explosion is a software company specializing in developer tools for Artificial Intelligence and Natural Language Processing - spaCy, prodigy, THiNC.
Fundraised $6MM according to [Crunchbase](https://www.crunchbase.com/organization/explosion-ai) and [DealRoom](https://app.dealroom.co/companies/explosion_ai)
- [FeatureForm](https://www.featureform.com) - The Open-Source Virtual Feature Store. Featureform allows data scientists to define, manage, and serve machine learning features across your organization.
Fundraised around $5 - 6MM according to [Pitchbook](https://pitchbook.com/profiles/company/466967-26#overview)
- [Mystic AI](https://www.mystic.ai/about) - Mystic AI is a fast growth, venture backed enterprise delivering solutions for managing machine learning (ML) in the enterprise and at the edge. We provide tailored solutions and expert guidance to companies looking to build and scale a robust machine learning infrastructure.
Fundraised around $5MM according to [Pitchbook](https://pitchbook.com/profiles/company/435870-91#overview)
#### $16 - 40MM
- [Pinecone](https://www.pinecone.io) - Fully managed vector database that makes it easy to add vector search to production applications.
Fundraised $38MM according to [Crunchbase](https://www.crunchbase.com/organization/pinecone) and [DealRoom](https://app.dealroom.co/companies/pinecone_io)
- [Jina.ai](https://jina.ai) - Multimodal AI from the community, for everyone. Empower businesses and developers to create cutting-edge neural search, generative AI, and multimodal services using state-of-the-art LMOps, MLOps and cloud-native technologies.
Fundraised $30 - 37.5MM according to [Crunchbase](https://www.crunchbase.com/organization/jina-ai) and [DealRoom](https://app.dealroom.co/companies/jina_ai)
- [Aporia](https://www.aporia.com) - Platform allows to create, update and maintain ML monitors that track and detect various types of performance issues and data drift.
Fundraised $30MM according to [Crunchbase](https://www.crunchbase.com/organization/aporia-technologies-ltd) and [DealRoom](https://app.dealroom.co/companies/aporia)
- [Outerbounds](https://outerbounds.com) - One friendly stack for all data science and ML projects. Design and develop all ML and data science applications easily with open-source Metaflow. Execute and deploy them on scalable, enterprise-grade infrastructure, powered by Outerbounds.
Fundraised $24.3MM according to [Crunchbase](https://www.crunchbase.com/organization/outerbounds) and [DealRoom](https://app.dealroom.co/companies/outerbounds)
- [Galileo](https://www.rungalileo.io) - Galileo's an insightful tool that helps understand how unstructured data contributes to the performance of a model.
Fundraised $23.1MM according to [Crunchbase](https://www.crunchbase.com/organization/galileo-154a) and [DealRoom](https://app.dealroom.co/companies/galileo_1_4)
- [Fixie.ai](https://www.fixie.ai) - Build natural language agents that connect to your data, talk to APIs, and solve complex problems.
Fundraised $22MM according to [Crunchbase](https://www.crunchbase.com/organization/fixie-ai)
- [Iterative](https://iterative.ai) - Iterative builds popular open source and enterprise products to manage and operationalize ML models, datasets, and experiments. Learn more about our AI tools.
Fundraised around $20 - 25.4MM according to [Crunchbase](https://www.crunchbase.com/organization/iterative-ai) and [DealRoom](https://app.dealroom.co/companies/iterative_ai)
- [Mosaic Ml](https://www.mosaicml.com) - The MosaicML platform enables you to easily train large AI models on your data, in your secure environment.
Fundraised around $15MM according to [Pitchbook](https://pitchbook.com/profiles/company/482515-75#overview)
#### $41 - 100M
- [Comet](https://www.comet.com/site/resources/) - Comet allows data scientists to automatically track their datasets, code changes, experimentation history, and production models.
Fundraised $69.8MM according to [Crunchbase](https://www.crunchbase.com/organization/comet-ml)
- [Lightning AI](https://lightning.ai) - The platform to train, deploy and build AI with PyTorch, Lightning fast. From the makers of PyTorch Lightning.
Fundraised $58.6MM according to [Crunchbase](https://www.crunchbase.com/organization/grid-ai) and [DealRoom](https://app.dealroom.co/companies/grid_ai)
- [Robust Intelligence](https://www.robustintelligence.com) - ML Integrity, Delivered. Machine learning models fail.Prevent bad outcomes with the only end-to-end solution.
Fundraised $44MM according to [Crunchbase](https://www.crunchbase.com/organization/robust-intelligence) and [DealRoom](https://app.dealroom.co/companies/robust_intelligence)
#### $100M+ Raised
- [Anyscale](https://www.anyscale.com) - It is a unified compute platform that makes it easy to develop, deploy, and manage scalable AI and Python applications using Ray.
Fundraised $260M according to [Crunchbase](https://www.crunchbase.com/organization/anyscale) and [DealRoom](https://app.dealroom.co/companies/anyscale)
- [Weights & Biases](https://wandb.ai/site) - Provides a developer-first MLOps platform that offers performance visualization tools for machine learning.
Fundraised around $200MM according to [Crunchbase](https://www.crunchbase.com/organization/weights-biases) and [DealRoom](https://app.dealroom.co/companies/weights_biases)
- [Hugging Face](https://huggingface.co/) - An open-source and platform provider of machine learning technologies that allows users to build, train, and deploy art models using the reference open source in machine learning.
Fundraised around $160.2 - 161MM according to [Crunchbase](https://www.crunchbase.com/organization/hugging-face) and [DealRoom](https://app.dealroom.co/companies/hugging_face)
- [OctoML](https://octoml.ai/) - Offers an acceleration platform that helps engineering teams deploy machine learning models on any hardware.
Fundraised around $131.9 - 132MM according to [Crunchbase](https://www.crunchbase.com/organization/octoml) and [DealRoom](https://app.dealroom.co/companies/octoml)
- [Run:ai](https://www.run.ai/) - Develops an automated distributed training technology that virtualizes and accelerates deep learning.
Fundraised $118MM according to [Crunchbase](https://www.crunchbase.com/organization/run-ai) and [DealRoom](https://app.dealroom.co/companies/run_ai)
### Data & Synthetic labeling
#### $5 - 15MM
- [Lang.ai](https://www.lang.ai/) - A language understanding platform that automates tagging and repetitive actions for every support conversation.
Fundraised around $12.5 - 14.5MM according to [Crunchbase](https://www.crunchbase.com/organization/lang-ai) and [DealRoom](https://app.dealroom.co/companies/lang_ai)
- [Mantium](https://mantiumai.com) - Cloud platform for building with large language models and managing them at scale.
Fundraised $12.8MM according to [Crunchbase](https://www.crunchbase.com/organization/mantium) and [DealRoom](https://app.dealroom.co/companies/mantium)
- [SaturnCloud](https://saturncloud.io/) - AI development platform to build general-purpose AI, generative AI such as large language models, as well as enterprise-specific use cases.
Fundraised around $9.5MM according to [Crunchbase](https://www.crunchbase.com/organization/saturn-cloud)
- [Datomize](https://www.datomize.com/) - AI-powered data generation platform that enables data analysts and machine learning engineers to maximize the value of their analytical data sets.
Fundraised around $6MM according to [Crunchbase](https://www.crunchbase.com/organization/datomize-ltd) and [DealRoom](https://app.dealroom.co/companies/datomize_ltd_)
#### $16 - 40MM
- [Mostly.AI](https://mostly.ai/) - AI-generated synthetic data for 90%+ reduction in time-to-data, 50% more machine learning models in production and 100% privacy.
Fundraised around $30.9 - 31.1MM according to [Crunchbase](https://www.crunchbase.com/organization/mostly-ai) and [DealRoom](https://app.dealroom.co/companies/mostly_ai)
- [Diveplane](https://diveplane.com/) - Award winning Privacy Enhancing Technology. Create a safe, accurate synthetic twin of your data. All the value from your data without the risk to data privacy.
Fundraised around $29.3 - 34MM according to [Crunchbase](https://www.crunchbase.com/organization/diveplane) and [DealRoom](https://app.dealroom.co/companies/diveplane)
- [Synthesis.AI](https://synthesis.ai/) - A synthetic data platform for ML engineers to enable the development of more capable AI models.
Fundraised around $21.5 - 26.1MM according to [Crunchbase](https://www.crunchbase.com/organization/synthesis-ai) and [DealRoom](https://app.dealroom.co/companies/synthesis_1_1)
- [Hazy](https://hazy.com/) - Synthetic data company that helps businesses unlock data for innovation without compromising customers privacy.
Fundraised around $14.8 - 16.8MM according to [Crunchbase](https://www.crunchbase.com/organization/hazy) and [DealRoom](https://app.dealroom.co/companies/hazy)
#### $41 - 100M
- [Datagen](https://datagen.tech/) - Develops simulated data technology to be scalable, bias-free, and automatically annotated.
Fundraised around $72 - 75.5MM according to [Crunchbase](https://www.crunchbase.com/organization/datagen-technologies) and [DealRoom](https://app.dealroom.co/companies/datagen_technologies)
- [Gretel](https://gretel.ai) - Enables developers to safely and quickly experiment, collaborate, and build with data.
Fundraised around $65.5 - 67.7MM according to [Crunchbase](https://www.crunchbase.com/organization/gretel-ai) and [DealRoom](https://app.dealroom.co/companies/gretel)
- [Tonic](https://www.tonic.ai/) - Mimics your production data to create safe, useful, de-identified data for QA, testing, and development.
Fundraised around $44.9 - 45MM according to [Crunchbase](https://www.crunchbase.com/organization/tonic-ai) and [DealRoom](https://app.dealroom.co/companies/tonic)
- [Parallel Domain](https://paralleldomain.com/) - A synthetic data platform for training and testing perception systems.
Fundraised $43.9MM according to [Crunchbase](https://www.crunchbase.com/organization/parallel-domain) and [DealRoom](https://app.dealroom.co/companies/parallel_domain)
#### $100M+ Raised
- [Scale](https://scale.com/) - Accelerates the development of AI applications by helping machine learning teams generate high-quality ground truth data.
Fundraised around $602.6 - 603MM according to [Crunchbase](https://www.crunchbase.com/organization/scale-2) and [DealRoom](https://app.dealroom.co/companies/scale_ai)
- [Snorkel](https://snorkel.ai/) - An AI platform that lets you label data, train models, improve performance and deploy applications.
Fundraised around $135 - 135.3MM according to [Crunchbase](https://www.crunchbase.com/organization/snorkel-ai) and [DealRoom](https://app.dealroom.co/companies/snorkel_ai)
- [Zilliz](https://zilliz.com) - Vector Database for Enterprise-grade AI.
Fundraised $113M according to [Crunchbase](https://www.crunchbase.com/organization/zilliz) and [DealRoom](https://app.dealroom.co/companies/zilliz)
### Infra / Research / Model Development
#### $5 - 15MM
- N/A
#### $16 - 40MM
- [Aleph Alpha](https://www.aleph-alpha.com) - Artificial intelligence research and development for the next generation of generalizable artificial intelligence.
Fundraised around $28.3 - 31.1MM according to [Crunchbase](https://www.crunchbase.com/organization/aleph-alpha) and [DealRoom](https://app.dealroom.co/companies/aleph_alpha)
- [AI Foundation](https://aifoundation.com) - Develops foundational technology, products and experiences to leverage the power of decentralized, trusted, personal AI.
Fundraised around $27.8MM according to [Crunchbase](https://www.crunchbase.com/organization/ai-foundation) and [DealRoom](https://app.dealroom.co/companies/ai_foundation)
- [Chooch](https://www.chooch.com) - The Chooch AI Vision platform operates with unprecedented precision and efficiency in environments where instantly detecting and comprehending the most nuanced visual elements can mean the difference between average and extraordinary operational performance.
Fundraised around $25.9 - 27.4MM according to [Crunchbase](https://www.crunchbase.com/organization/chooch-intelligence-technologies-co) and [DealRoom](https://app.dealroom.co/companies/chooch_ai)
- [Generally Intelligent](https://generallyintelligent.com) - Our mission is to unlock human creativity and insight by developing general-purpose AI agents that can be safely deployed in the real world.
Fundraised $20MM according to [Crunchbase](https://www.crunchbase.com/organization/generally-intelligent) and [DealRoom](https://app.dealroom.co/companies/generally_intelligent)
- [Unlikely AI](https://unlikely.ai) - An early stage Artificial Intelligence start-up based in London, developing various AI applications and open to contrarian idea development.
Fundraised around $18.5 - 21.5MM according to [Crunchbase](https://www.crunchbase.com/organization/unlikely-ai) and [DealRoom](https://app.dealroom.co/companies/unlikely)
#### $41 - 100M
- [Runway](https://runwayml.com) - Everything you need to make anything you want. Runway is a new kind of creative suite. One where AI is a collaborator and anything you can imagine can be created.
Fundraised $95.5MM according to [Crunchbase](https://www.crunchbase.com/organization/runwayml) and [DealRoom](https://app.dealroom.co/companies/runwayml)
#### $100M+ Raised
- [OpenAI](https://openai.com) - An AI research and deployment company that aims to ensure that artificial general intelligence benefits all of humanity.
Fundraised $12BN according to [Crunchbase](https://www.crunchbase.com/organization/openai) and [DealRoom](https://app.dealroom.co/companies/openai)
- [Anthropic](https://www.anthropic.com) - Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
Fundraised $1.3BN according to [Crunchbase](https://www.crunchbase.com/organization/anthropic) and [DealRoom](https://app.dealroom.co/companies/anthropic1/)
- [Adept](https://www.adept.ai) - An ML research and product lab building general intelligence by enabling humans and computers to work together creatively.
Fundraised $415M according to [Crunchbase](https://www.crunchbase.com/organization/adept-48e7) and [DealRoom](https://app.dealroom.co/companies/adept_3)
- [Inflection AI](https://inflection.ai/about/) - AI-first company, redefining human-computer interaction.
Fundraised $225M according to [Crunchbase](https://www.crunchbase.com/organization/inflection-ai) and [DealRoom](https://app.dealroom.co/companies/inflection_1)
- [Cohere AI](https://cohere.ai) - Cohere provides access to advanced Large Language Models and NLP tools through one easy-to-use API.
Fundraised $165M according to [Crunchbase](https://www.crunchbase.com/organization/cohere-82b8) and [DealRoom](https://app.dealroom.co/companies/home_2_24)
- [Character AI](https://beta.character.ai) - Character.ai is a neural language model chatbot web application that can generate human-like text responses and participate in contextual conversation.
Fundraised $ according to [Crunchbase](https://www.crunchbase.com/organization/character-ai) and [DealRoom](https://app.dealroom.co/companies/character_ai)
- [AI21labs](https://www.ai21.com) - Bringing AI into the 21st century by developing the next generation of artificial intelligence software.
Fundraised around $119MM according to [Crunchbase](https://www.crunchbase.com/organization/ai21) and [DealRoom](https://app.dealroom.co/companies/ai21)
### LLM Orchestration
- [Wordware](https://www.wordware.ai) - A web-hosted IDE where non-technical domain experts work with AI Engineers to build task-specific AI agents. It approaches prompting as a new programming language rather than low/no-code blocks.
## Footnotes
All credits for the initial research and the inspiration behind the list go to [Kelvin Mu](https://www.linkedin.com/in/kelvinmu/). Check out his infographic [here](https://www.linkedin.com/feed/update/urn:li:activity:7043394287820017664/).
Research has been done and validated through:
- [Crunchbase](https://www.crunchbase.com/)
- [DealRoom](https://dealroom.co)
- [Pitchbook](https://pitchbook.com)
## Contributing
Contributions are always welcome! Read the [contribution guidelines](contributing.md) first.