Proworks engagements are structured around explicit boundaries, production controls, reviewable evidence, and operational handoff.
Identify the actual user, decision, data boundary, tool surface, failure cost, and acceptance criteria. The output is a build decision—not a longer wish list.
Choose the smallest architecture that can meet the constraint. Define approval points, budgets, retries, fallbacks, observability, and ownership before they become incidents.
Deliver reviewable vertical slices. Test inputs and failure paths, evaluate AI behavior with representative cases, and keep infrastructure legible.
Deploy with monitoring, document the system, train the owner, define support boundaries, and keep a tested rollback path.
The Architecture Review turns a use case, prototype, or delivery opportunity into a defensible implementation plan in five business days.