What Matters Now
Software is now too material to the business to manage by anecdote.
Most companies already have more engineering telemetry than they can interpret. What they still lack is a clear decision view of how selected engineering work affects cost, throughput, risk, governance, and AI adoption.
- How AI changes engineering economics, not just engineering activity.
- Where delivery friction becomes financial drag and execution risk.
- Which repository, workflow, and AI signals belong in a scoped review.
- How governance, standards, and architecture shape business performance.