CHAPTER 05 · RUN & IMPROVE
We Keep It Tuned and Expanding
AI deployments decay without tuning. We treat supplier risk, software risk, and access control as continuous infrastructure, not a one-time install.
WHAT THIS ACTUALLY CHANGED
The Supplier Risk That Used to Surface From a Phone Call? Now It's Flagged Before It Touches the Schedule.
Supplier risk, software supply-chain risk, and facility access all get watched the same way, every day, with a decision trail that holds up in an audit. That's the real change — not a dashboard, a program office that catches problems before they cost a milestone.
BEFORE & AFTER
| Metric | Before | Now |
|---|---|---|
| AI systems running the program office | 0 | 3 |
| Time to flag a supplier risk signal | Days to weeks, word of mouth | Same day, automated |
| SBOM scan coverage | Spot-checked, inconsistent | 100% of shipped builds |
| Access-decision audit trail | Assembled after the fact | Logged automatically, every request |
| Open critical vulnerabilities tracked | Unknown | 1, with an owner and a due date |
THE ACCURACY CURVE
Supplier risk alert precision, first 90 days
False-positive alerts get tuned out as program managers confirm or dismiss each one — the signal gets sharper every week.
Go-live
Cold start
Today
Trending up
WHAT WE MAINTAIN
Model updates
New model updates applied without disrupting a live monitoring feed.
Data source changes
Public data feeds (NVD, KEV, EPSS, OFAC, FRED) get re-validated as they change, not assumed static.
Second-wave workflows
Facility 2 and 3 rollout, plus a dispatch-style resourcing workflow, move from plan to build as ambassadors prove out wave one.
Monthly
Risk-model threshold tuning. New supplier or SBOM sources added. Access-policy review.
Quarterly
Program risk review with the executive sponsor. Second-facility rollout planning. Compliance audit prep.
READY TO SCOPE YOUR ENGAGEMENT
Same Method, Applied to Your Operation
The roadmap session is the work that makes the ROI defensible — pain points, systems, and an owner on every line, mapped before we build anything.