Tracking Initiative Health Scores

Rather than relying purely on a project manager's own subjective status update — which can understandably skew optimistic, especially early in a developing problem — Hoicko's AI-generated health scores combine multiple objective signals into a single, more consistent indicator.

How health scores are calculated

Initiative health scores typically combine several underlying signals: current schedule status relative to the original plan, resource allocation pressure on the teams involved, and broader AI-flagged risk indicators drawn from patterns in the underlying project data — such as a task backlog that's been growing steadily for several weeks.

How to track health scores

1. Open the Portfolio Dashboard.
2. Review the health score assigned to each active initiative—typically displayed as a simple, easy-to-scan indicator (for example, Green/Yellow/Red).
3. For any initiative flagged yellow or red, drill in to see the specific underlying risk factors contributing to that score, rather than treating the score itself as the full story.

Why an objective, AI-generated signal complements human status updates

A project manager's own status report and an AI-generated health score aren't meant to replace each other — they're meant to be read together. A project reported as "on track" by its manager but flagged Yellow by the underlying data is worth a second look; it might reveal an emerging issue the manager hasn't yet fully registered, or it might simply reflect context the automated score doesn't fully capture. Either way, the combination surfaces a conversation worth having.

FAQ

What factors contribute to an initiative's health score? 

Health scores typically combine schedule status, resource allocation, and AI-flagged risk indicators.

Should an AI health score replace a project manager's own status update? 

No, the two are meant to complement each other—a mismatch between the two is often a signal worth investigating further, not a reason to disregard either source.