Transforming Requirements into Strategic Decisions, Optimized Offers, and Enterprise-Level Documentation.
Visual representation of input → agentic processing → output flow.
| Agent | Purpose | Input | Output | KPI |
|---|---|---|---|---|
| Analyst | Semantic modeling, risk, scope | Documents, requirements | Structured project data | Accuracy 95%+, speed 2x manual |
| Estimator | Cost, margin, financial analysis | Structured project data | Economic evaluation, pricing | ROI +50k RON/month |
| Redactor | Generates offers and documentation | Project data, financials | SF/PT/CS documents | Completeness 100%, delivery <2h per document |
| QA Agent | Review & validation | Draft documents | Validated final output | Error rate <2% |
| Strategy Agent | Bid/no-bid recommendation | Project scoring | Decision recommendation | Accuracy +15–20% winning rate |