Product & software engineering for regulated enterprises

Put AI agents on every stage of your delivery pipeline

Most AI budgets go to the coding step, which was rarely the slow part. We put an agent on every stage instead: choosing what to build, building it, testing, security, release, and keeping it running afterwards. Your people still make the calls.

The agents run on tools you license yourself, direct from the vendor. We hold no reseller agreements and take no margin on anything we recommend. The architecture we assemble them into is published in full, so you can judge it before we speak.

Works with your repos
Every license in your name
Every tool call logged
On-prem or air-gapped
US-based, onshore delivery
40–70%
Cycle time removed
depends on your baseline
2–3×
More shipped per squad
usually by month four
6 wks
To first agent in production
if your CI's already green
Zero
Licenses sold by us
you license direct

Ranges from our own engagements. But they vary, and on a first value stream the low end is more common than the high end. We measure your actual baseline in week one.

The short version

You are hiring an engineering firm, not buying a platform. So here is what changes once we start, in plain terms.

Your existing teams go faster

Agents do the drafting: requirements, code, tests, pipelines, release notes. Engineers review and decide, and nothing merges without a person reading it.

We buy nothing on your behalf

Every tool sits on a license in your name, bought direct at your own rate. No reseller deal and no margin, so there's nothing to unwind if you drop us.

You keep all of it at the end

Source, runbooks and architecture are handed over as we go. If we walked out in month six, what we built would keep running without us.

An agent on every stage,
not just the coding one

Each of the eight stages below gets an agent that owns an output, not a suggestion box. The products named underneath are what we reach for most often. They get swapped for whatever you already run, or whatever your procurement will actually approve.

Stage 01 — Discover

Product Intelligence Agent

Reads product telemetry, support tickets and revenue data, then ranks what looks worth building.

Worth knowingReplaces the workshop cycle. You still make the call.
Opportunity briefs ranked by value, quotes attached
Build / buy / partner recommendation
Common defaultsAmplitudeProductboardZendesk