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https://github.com/mizcausevic-dev/yield-forecast-studio

Julia operator surface for publishing and commerce yield forecasting, inventory planning, and shortfall posture.
https://github.com/mizcausevic-dev/yield-forecast-studio

ecommerce forecasting julia kinetic-gain publishing revenue-operations

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Julia operator surface for publishing and commerce yield forecasting, inventory planning, and shortfall posture.

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# yield-forecast-studio

Julia operator surface for publishing, lifecycle, and commerce yield forecasting, inventory planning, and shortfall posture.

## What it shows

- real Julia added to the public Kinetic Gain language atlas
- monetizable inventory planning across media, lifecycle, and commerce lanes
- buyer-readable operator reporting generated from the same forecasting core

## Routes

- `/`
- `/yield-lane/`
- `/forecast-matrix/`
- `/inventory-posture/`
- `/verification/`
- `/docs/`

## Local development

```powershell
& 'C:\Users\chaus\AppData\Local\Programs\Julia-1.12.6\bin\julia.exe' --project=. scripts/run_demo.jl
& 'C:\Users\chaus\AppData\Local\Programs\Julia-1.12.6\bin\julia.exe' --project=. scripts/generate_site.jl
```

## Validation

```powershell
& 'C:\Users\chaus\AppData\Local\Programs\Julia-1.12.6\bin\julia.exe' --project=. -e "using Pkg; Pkg.test()"
& 'C:\Users\chaus\AppData\Local\Programs\Julia-1.12.6\bin\julia.exe' --project=. scripts/smoke_check.jl
```

## Why this matters

Kinetic Gain Embedded tie-back:

This repo proves Kinetic Gain can ship auditable forecasting and inventory-yield logic in Julia, not just wrap dashboards around generic growth metrics. The language-atlas signal is real: model, verify, and publish the same operator surface from Julia code.

## Commercial path

- `Hosted preview planned`
- `Consulting hook`

This is the kind of surface that can ladder into forecasting templates, inventory reviews, and embedded yield-planning work for publishing or commerce teams.

---

Part of the [Kinetic Gain operator portfolio](https://kineticgain.com/) · docs: [suite.kineticgain.com](https://suite.kineticgain.com/) · live: [yield.kineticgain.com](https://yield.kineticgain.com/)