Our process

HOW INTELLIGENCE GETS BUILT.

Six phases, one rhythm: weekly demos, fixed scope gates, no surprises. From first conversation to a system that runs itself.

Weekly demos Scope gates You own the IP
PHASE 01

Discover

We embed with your team: workflow shadowing, stakeholder interviews and a data audit. We're looking for the constraint — the place where work piles up and value leaks out.

Workflow auditData auditConstraint map
Week 1
PHASE 02

Strategy

Every candidate use case is scored on impact, feasibility and time-to-value. You get a sequenced roadmap with an honest business case for each move — including the ones we advise against.

Impact matrixROI modelRoadmap
Week 2
PHASE 03

Prototype

A thin-slice working prototype on your real data — not a canned demo. We define the evaluation set first, so "good" is a measured number, not a feeling. This is where weak ideas die cheaply.

PrototypeEval setRisk register
Weeks 3–4
PHASE 04

Build

The prototype hardens into production: real integrations, failure handling, observability and security review. You see progress every week in a working demo — never in a status report.

Production buildQA harnessSecurity review
Weeks 5–9
PHASE 05

Integrate

The system moves into your stack: SSO, permissions, dashboards and the tools your team already uses. Adoption is designed, not hoped for — with training and runbooks included.

API integrationSSO & permissionsMonitoring
Weeks 9–11
PHASE 06

Scale

Live systems learn. We monitor drift, tighten evaluations and expand what the system can do — quarter by quarter. The backlog is prioritized by one thing: business value delivered.

Feedback loopsDrift monitoringExpansion backlog
Week 12+

Delivery principles

HOW WE KEEP PROMISES.

W/1
A working demo every single week — progress you can click, not read about.
100%
Fixed scope gates — you always know what's next and what it costs.
YOU
Own the IP, the code and the models. No lock-in, ever.

YOUR NEXT COMPETITIVE ADVANTAGE MIGHT BE AI.

Let's turn an idea into an intelligent system that actually works.

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