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How we work.

Four phases. Each ends in a deliverable you can show your boss. Nothing locked behind a black box, nothing held hostage to extend the engagement.

Cadence

Two-week cycles. Demo every Friday. Full stop, full velocity.

Median timeline

14 days to first deploy. 60 days to durable lift. Measured, not promised.

Ownership

Code, models, and dashboards live in your environment. We don't lock anything down.

Phase 01 Week 0 — 1

Discovery. Map the work before we touch the code.

We sit with your team, watch the work, and write down what's actually happening. Then we quantify it: hours per week, cost per error, time to first response. The output is a written diagnosis — not a sales pitch.

Deliverables

  • — Workflow audit document
  • — Quantified time-loss inventory
  • — Stakeholder map & access plan
  • — Ranked opportunity list
Phase 02 Week 1 — 2

Strategy. A blueprint with a price next to every line.

We translate the diagnosis into a build plan: which systems we're shipping, which integrations we're wiring, and which metrics each one will move. Sequenced so you see lift fast, then compounding gains over the quarter.

Deliverables

  • — System architecture diagrams
  • — Sprint-by-sprint build plan
  • — Success metrics & baselines
  • — Fixed-fee statement of work
Phase 03 Week 2 — 8

Build & deploy. In your stack. Demoed on Fridays.

We ship in two-week sprints. Every Friday is a working demo, every release goes through review, and every system gets monitored from day one. You're never more than five days from the next visible improvement.

Deliverables

  • — Working systems in production
  • — Clean, documented codebase
  • — Operator training & runbooks
  • — Live metrics dashboards
Phase 04 Ongoing

Optimize. AI gets smarter with use. We make sure yours does.

Most automation projects ship and stop. Ours don't. We monitor the systems, refine the prompts, retrain the models, and feed the wins back into the next sprint. Continuous compounding, not a one-time launch.

Deliverables

  • — Monthly performance reports
  • — Continuous tuning & retraining
  • — Quarterly opportunity reviews
  • — On-call support & SLAs
Operating principle
We charge for outcomes, not opacity. Every phase ends in something you can demo on a Tuesday — a doc, a dashboard, a deployed system. If we can't show it, we haven't earned it.
Ready when you are

Phase 01 starts
with a 30-min call.

No deck, no slide-ware. We'll ask sharp questions and tell you honestly whether we should be working together.