Every engagement runs the same way: Discover → Define → Design → Develop → Deliver → Drive. AI is part of the cycle, not bolted on at the end.
Six phases, three arcs. Plan tightens scope, Build creates working software, Operate keeps it shipping. Each step has named deliverables, a duration estimate, and the team it pulls in — no surprises, no scope creep.
We stress-test the brief. AI fit, technical risks, success metrics, and sequencing — before anyone opens an editor.
Scope, success metrics, sequencing, and a costed plan. Everything in writing — nothing relies on memory.
Research-led product design — production-grade prototypes, clickable, not pretty. We design what survives real users.
Engineering squads ship to staging behind feature flags. AI components ride alongside the codebase — not bolted on at the end.
Evals, A/B tests, real users. We tune retrieval, prompts, and UX in the same loop — not in three different meetings.
Observability, on-call, retraining. We stay through the boring part — SLAs, model drift, growth experiments.
Working software, every Friday. No slides.
Written, on Slack. Talk only when needed.
Plan, ship, retro. Predictable cadence.
Every change reviewed. Every change tested.
Tests, accessibility, performance — in CI.
Metrics, pipeline, surprises — to your leadership.
