Human-reviewed outputs
Customer-facing deliverables are reviewed by a person before delivery. Automation can assist the work; it does not replace accountability.
Approach
Bound the problem. Trace the work. Review the output.
FinnStack is built around narrow engagements where the work can be made inspectable.
Traceability
Where the engagement allows it, requirements, error maps and changes are tied back to source material or validation feedback so the client can inspect why an item exists.
Deterministic checks where possible
If a rule can be checked mechanically, we prefer an explicit check over an opaque judgement. Items that cannot be resolved deterministically stay visible for human review.
Bounded scope
Each solution states what is included and what is not. We would rather solve a narrow problem clearly than imply expertise we have not earned.
Data minimization by default
We ask for the minimum information needed for the agreed work and use lower-risk examples or redacted material when that can answer the question.