{"id":25271328,"url":"https://github.com/relostar-devil/lean-six-sigma-process-optimization-gentech","last_synced_at":"2026-02-26T03:03:24.192Z","repository":{"id":276853007,"uuid":"922348956","full_name":"Relostar-Devil/Lean-Six-Sigma-Process-Optimization-Gentech","owner":"Relostar-Devil","description":"Lean Six Sigma (LSS) case study aimed at improving the proposal creation process at Gentech, a multinational corporation. The study follows the DMAIC framework to identify inefficiencies, streamline workflows, and enhance overall efficiency.","archived":false,"fork":false,"pushed_at":"2025-02-10T19:19:02.000Z","size":19053,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T20:27:01.441Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Relostar-Devil.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-01-26T00:28:44.000Z","updated_at":"2025-02-10T19:22:46.000Z","dependencies_parsed_at":"2025-02-10T20:37:30.781Z","dependency_job_id":null,"html_url":"https://github.com/Relostar-Devil/Lean-Six-Sigma-Process-Optimization-Gentech","commit_stats":null,"previous_names":["relostar-devil/lean-six-sigma-process-optimization-gentech"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relostar-Devil%2FLean-Six-Sigma-Process-Optimization-Gentech","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relostar-Devil%2FLean-Six-Sigma-Process-Optimization-Gentech/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relostar-Devil%2FLean-Six-Sigma-Process-Optimization-Gentech/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Relostar-Devil%2FLean-Six-Sigma-Process-Optimization-Gentech/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Relostar-Devil","download_url":"https://codeload.github.com/Relostar-Devil/Lean-Six-Sigma-Process-Optimization-Gentech/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247445651,"owners_count":20939953,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-02-12T12:23:06.741Z","updated_at":"2025-10-30T23:39:51.418Z","avatar_url":"https://github.com/Relostar-Devil.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Project Overview**\n\n\nThis repository contains a case study on applying Lean Six Sigma (LSS) methodology to optimize the proposal creation process at Gentech, a multinational company facing declining revenue due to inefficiencies in its business operations.\n\n# **Contents**\n\n\nLean Six Sigma Gentech.docx – A detailed case study report outlining the problem, process, and potential solutions.\nLean Six Sigma - Case Study - Gentech.pptx – A presentation summarizing the case study with key findings, data analysis, and recommendations.\n\n# **Problem Statement**\n\n\nGentech has experienced an 18% decline in revenue over the past two years due to long cycle times in its proposal creation process. The CEO has set a 15% cycle time reduction goal to improve efficiency and regain market competitiveness.\n\n# **Lean Six Sigma Approach (DMAIC)**\n\n\nThe project follows the DMAIC framework:\n\nDefine: Establish project charter, identify key stakeholders, and document the proposal creation process.\nMeasure: Analyze proposal cycle time, defect rates, and operational performance using DPMO \u0026 Sigma Level calculations.\nAnalyze: Identify bottlenecks through Pareto charts, Fishbone diagrams, and statistical correlation (bid complexity vs. cycle time).\nImprove: Implement recommendations such as self-service portals, automation, and Agile methodologies.\nControl: Develop a Control Plan to ensure sustainable improvements.\n\n# **Key Findings**\n\n\nHigh cycle times due to excessive handovers, manual processes, and non-standard approvals.\nCorrelation (0.83) between bid complexity and cycle time.\nSigma Level: 2.08, indicating significant process inefficiencies.\nMajor bottlenecks identified in seller information handoffs and product pricing approvals.\n\n# **Recommendations**\n\n\nImplement AI-driven predictive modeling for cycle time estimation.\nIntroduce RPA (Robotic Process Automation) to automate document preparation.\nDeploy Knowledge Management systems to improve seller-BSS collaboration.\nReduce unnecessary approvals and adopt Agile methodologies to streamline workflows.\n\n# **How to Use This Repository**\n\n\nRead Lean Six Sigma Gentech.docx for an in-depth understanding of the case study.\nReview Lean Six Sigma - Case Study - Gentech.pptx for visual insights and key takeaways.\nApply LSS methodologies to analyze business inefficiencies and optimize processes in similar scenarios.\n\n# **License**\n\n\nThis project is shared for educational and research purposes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frelostar-devil%2Flean-six-sigma-process-optimization-gentech","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frelostar-devil%2Flean-six-sigma-process-optimization-gentech","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frelostar-devil%2Flean-six-sigma-process-optimization-gentech/lists"}