We don’t advise on AI. We wire it in.
The graveyard of enterprise AI is full of strategy decks. Implementation is where we live: copilots your team uses daily, agents that run real workflows, retrieval that answers with citations — integrated into the systems you already have, with evals proving it works.
Production AI, not proof-of-concepts.
Copilots & assistants
Drafting, triage, and answer engines inside the tools your team already uses. Our last one cut manual work 70%.
Agents & automation
Multi-step workflows that call your systems, follow your rules, and escalate to humans exactly when they should. Shadow-mode first, always.
Retrieval over your data
Your documents, tickets, and records made answerable — with sources cited, deployed in your cloud when data can’t leave.
Evals before features. Trust before autonomy.
Most AI projects die of unverified confidence. We build the measurement first — a test set from your real data — so every change is provably better or it doesn’t ship. Agents run in shadow mode until their work matches your team’s. Boring, rigorous, and why our pilots reach production.
- 01Test sets from your historyQuality measured against reality, not vibes.
- 02Humans on the exceptionsAutomation earns scope gradually, with an audit trail.
- 03Your stack, not oursWired into your helpdesk, ERP, and cloud — no rip-and-replace.
From pilot to production.
Start with one feature that proves itself.
Pilot Build
One real feature, real users, real numbers.
- Integrated production build
- Evals & guardrails
- First-team rollout
- Go/no-go data for scaling
Production Scale
The pilot, hardened and org-wide.
- Performance & cost tuning
- Monitoring & audit trails
- Team training
- SLAs available
AI Partner
New AI capability shipping every cycle.
- Feature roadmap
- Model updates & evals
- Monitoring & tuning
- Month to month
The de-risk rule: every engagement starts with a fixed, finishable step. If we're not the right team, you find out for the price of the first rung — and you keep everything we made.
One feature. Eight weeks.
Provable numbers.
That’s the pilot. If the numbers aren’t there, you’ll know for certain — and you’ll have the evals to prove what will work.