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Cognitive Project Operations & Delivery Intelligence

From Project Telemetry to Agentic Decision Intelligence

Enterprise AI Agentic architecture, including AI Agents implementation.

This application fuses two disciplines usually reported separately — traditional project management (schedule, cost, risk, milestones) and DORA delivery metrics (deploy frequency, lead time, change fail rate, recovery time, rework rate) — into a single Command Center. An AI Agent correlates signals across both and surfaces what a program manager should investigate next.

Every AI call is a single, stateless request — no tools, no autonomous loop, no memory of prior runs. Each response is a labeled, timestamped advisory a human reviews before acting. The AI analyzes; the person decides.

AI provides the analysis. The person owns the decision.
Sample telemetry · five-school pilotLive
Program health · 8 weeks
At risk507090W1W2W3W4W5W6W7W860
Delivery metrics (DORA)
  • 21/30dDeploy frequency
  • 28hMedian lead time
  • 23%Change fail rate
  • 4.0hAvg recovery time
  • 18%Rework rate
Risk exposure · 21 tracked
  • Critical4
  • High10
  • Medium7
  • Low0

Illustrative dataset used to validate the Digital Twin's telemetry model.

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