Engagement model

Discover → Build → Operate

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.

  1. Discover

    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.

  2. Build

    Fixed sprints with acceptance tests. One shippable outcome — assistant, pipeline, or integration — in production shape, not demo theatre.

    active phase
  3. Operate

    Monitoring, policy, adoption rollout, and handoff. Tools and habits that stick after we leave the room.

Service lines

What we engage on

Discover

AI opportunity map

Where AI pays off in your business this quarter — ranked by ROI, risk, and data readiness. Includes a kill list.

Deliverable: ranked roadmap + kill criteria
Build

Build sprint

One shippable outcome in two weeks at a fixed price. Acceptance tests written before kickoff.

Deliverable: production-shaped wedge
Build · Integrate

Integrations

n8n, APIs, and AI-in-the-loop ops — including multi-model stacks or multi-model routes behind your existing systems.

Deliverable: live path + runbook
Operate

Adoption rollout

Tools, policy, and team habits that stick. Training, ownership maps, and a plan for the first month of production.

Deliverable: playbook + owners named

Request a briefing

Share the business context. We return fit, phase recommendation, and fixed-price options.

Request a proposal