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:

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:

{
  "planner": {"methodology": "hybrid", "num_tasks": 47, ...},
  "reasoner": {"overall_health": "yellow", "top_risks": ["vendor lock-in", ...], ...}
}

Full Pipeline

See PMCore on GitHub for full documentation.