UC-211
Project Health Digital Twin (ProjectPulse)
Predicts which projects are heading for a late finish or fee overrun weeks ahead, explains the drivers and drafts the client status memo.
TBDBuild Duration
XXXXIndicative ROI
XXXXBuild Cost
XXXXValue
The Challenge
Trouble on a busy project shows up late, usually when the fee is already gone, and rework and change hours quietly erode margin. Client status reporting varies by project director.
How It Works
- Ingests the project register, hours-vs-fee, change logs, permit comments and BIM churn.
- Survival and anomaly ML trained on 1,800+ delivered projects scores late/over-fee risk.
- Publishes a RAG health twin per project, raises risk tickets and drafts bilingual memos.
What It Removes
- Post-mortem-only project reviews
- Late discovery of fee overruns
- Hand-written client status memos
Input Data RequirementsProject register and milestones, timesheet hours vs fee budget, change logs, permit comments, BIM revision metadata, 1800+ past outcomes
Output FormatPer-project health twin with drivers, portfolio heat-map, risk tickets, drafted EN/AR client status memos
“It watches each project and predicts which ones are heading for a delay or overrun, weeks ahead - and tells the director why.”