| --- |
| language: en |
| license: mit |
| tags: |
| - project-management |
| - risk-analysis |
| - transformer |
| - pytorch |
| pipeline_tag: text-generation |
| --- |
| |
| # PMReasoner |
|
|
| PMReasoner is a 125.3M parameter transformer trained from scratch to perform project risk |
| analysis. It takes a structured project plan (from PMPlanner) and outputs a JSON risk |
| assessment: overall health (green/yellow/red), top risks, critical path analysis, and |
| actionable recommendations. |
|
|
| ## Model Details |
|
|
| | Property | Value | |
| |---|---| |
| | Parameters | 125.3M | |
| | Architecture | Custom encoder-decoder transformer | |
| | Training data | 28,000+ PM scenarios with risk annotations | |
| | Output format | Structured JSON (health, risks, critical_path, recommendations) | |
| | License | MIT | |
| |
| ## Usage |
| |
| PMReasoner is part of the PMCore pipeline. Use via the API: |
| |
| ```bash |
| curl -X POST http://localhost:8765/plan/quick \ |
| -H "Content-Type: application/json" \ |
| -d '{"request": "Migrate enterprise from on-prem to cloud, 18 months, $15M budget."}' |
| ``` |
| |
| Response includes both planner and reasoner output: |
| ```json |
| { |
| "planner": {"methodology": "hybrid", "num_tasks": 47, ...}, |
| "reasoner": {"overall_health": "yellow", "top_risks": ["vendor lock-in", ...], ...} |
| } |
| ``` |
| |
| ## Full Pipeline |
| |
| See [PMCore on GitHub](https://github.com/snavazio/pmcore) for full documentation. |
| |
