Governance readiness
Approved tools, prohibited data, and secrets handling before teams start using AI with real systems.
Executive checklist PDF
The Government AI Workflow Integration Checklist
Before you roll out AI to legacy engineering teams
A practical readiness checklist for CIOs, IT directors, and engineering managers introducing AI into legacy software environments.
CIOsIT directorsEngineering managers
Define which tools, teams, and data boundaries are approved before AI touches engineering work.
Check repo hygiene, documentation standards, pilot selection, and secrets handling before rollout.
Give leadership a simple readiness score and a 30-day path from experimentation to repeatable workflow change.
Download the checklist
Get the PDF
Enter your email and the page will unlock the checklist immediately. Use it as a leadership discussion guide, pilot readiness check, or rollout planning artifact.
What it helps you check
Use it before AI touches legacy code, repos, documentation, or engineering workflows.
Engineering readiness
Repo hygiene, documentation standards, and pilot repo selection for legacy software environments.
Validation and adoption
Code review, human validation, adoption measurement, and leadership reporting.
Readiness score
A quick way to see whether rollout risk is still too high.
0-10: High-risk rollout
11-20: Partial readiness
21-30: Strong pilot candidate
31-36: Ready for structured rollout
Want help applying this with your team?
If the checklist raises real gaps around governance, repo hygiene, validation, or adoption, we can help turn it into a practical rollout plan.