why we ship governance plans with every consultancy engagement
every ai implementation stennir ships includes a policy doc, an audit log, and a rollback plan. this is why governance is not an add-on — it is the delivery.
governance plan. the written artifact that ships alongside every ai implementation: a policy doc describing what the ai can and cannot decide, an audit log showing every action and its outcome, and a rollback plan that returns the operation to its pre-ai state within one working day.
most ai consultancies deliver code. we deliver code plus a governance plan. the governance plan is not an optional add-on or a final-week afterthought. it is in the contract from day one, and it ships with the implementation.
why governance is inside scope, not outside it
the pattern that kept surfacing across early engagements was this: a team spends weeks building and shipping an ai workflow. it goes live. then someone asks a question the team cannot answer cleanly. who approved this decision? what happens if the model produces a wrong answer at scale? how do we revert to the previous process if we need to?
← back to journal