AI opportunity map
Where AI pays off in your business this quarter — ranked by ROI, risk, and data readiness. Includes a kill list.
Engagement model
A deliberate path from opportunity to reliable production. Each phase has a defined deliverable — not a slide deck that dies in a shared drive. Stack-fluent delivery including strong model integration when it fits.
Opportunity map, risk register, and a kill-criteria brief. We name what will not pay off this quarter — so leadership can stand behind the plan.
Fixed sprints with acceptance tests. One shippable outcome — assistant, pipeline, or integration — in production shape, not demo theatre.
active phaseMonitoring, policy, adoption rollout, and handoff. Tools and habits that stick after we leave the room.
Service lines
Where AI pays off in your business this quarter — ranked by ROI, risk, and data readiness. Includes a kill list.
One shippable outcome in two weeks at a fixed price. Acceptance tests written before kickoff.
n8n, APIs, and AI-in-the-loop ops — including multi-model stacks or multi-model routes behind your existing systems.
Tools, policy, and team habits that stick. Training, ownership maps, and a plan for the first month of production.
Share the business context. We return fit, phase recommendation, and fixed-price options.