Start with what is known
Bring existing standards, architecture principles, release policies, and business constraints into Policy Studio.
Legacy systems
Govern what cannot simply be replaced.
Legacy software contains critical business capability, historical conventions, hidden dependencies, and accumulated technical debt. Safe change must respect that reality.
The challenge
Important constraints are rarely in one place.
Some live in architecture documents. Others live in build pipelines, runbooks, review habits, or the memories of experienced operators. Still others are revealed only when production fails.
Historical convention“This service must deploy after the ledger.”
Hidden dependency“This batch assumes a downstream window.”
Operational learning“A retry change amplifies load in this path.”
Explicit intentReviewable governance for the next change.
A progressive model
Turn institutional memory into governed knowledge.
Learn from operation
Use validated incidents and runtime patterns to propose previously undocumented organizational intent.
Improve future change
After impact analysis and human approval, make that knowledge reusable across future software changes.