AI-Enabled Custom Development
Custom software, built faster, and billed that way.
Production AI still runs on production software. We build and modernize the systems AI has to live inside, with our own agent tooling doing the repetitive parts. A flat monthly fee means a shorter build is fewer months on your invoice.
Part of
02Engineer
Turn possibility into production.
AI integration & modernization
Where this sits in the lifecycle
The problem
Custom software is quoted from headcount and months. When scaffolding, migrations, and first-pass review are billed at senior rates, you pay for typing instead of judgment.
- Quotes priced by headcount and months, not outcomes
- Senior rates charged for boilerplate and glue code
- A change order every time scope moves
- AI-generated code nobody on the team will own
How we work
Four steps. One team the whole way.
- 01
Scope against the real system
Map what has to be built, what exists, and what can be generated. The estimate comes from that, not a headcount spreadsheet.
- 02
Agent-assisted build
Our tooling handles scaffolding, migrations, test coverage, and first-pass review. Engineers spend their hours on judgment.
- 03
Senior review on every merge
Nothing lands without the engineer who will maintain it. Generated code is reviewed like any other code, or it doesn’t ship.
- 04
A handover you can leave with
Your repo, your stack, your documentation. Nothing depends on our tooling once we’re gone.
What’s included
What AI-enabled custom development covers. In practice.
Agent-assisted scaffolding
Structure, boilerplate, and glue code generated and reviewed, so engineers start on the hard parts.
Automated test coverage
Tests written alongside the code, so coverage isn’t what slips when the deadline moves.
First-pass code review
Tooling catches the obvious first, so human review goes to design and correctness.
Migration & modernization
The mechanical half of moving a legacy codebase handled at machine speed: renames, API shifts, framework upgrades.
Flat-fee engagements
A dedicated squad at a flat monthly rate. No time-and-materials invoices, no change orders.
Clean handover
Documentation, runbooks, and a repo your team can pick up without learning our tools.
What you can hold us to
Commitments. Not marketing ranges.
What the engagement commits to, not measured outcomes.
- not hourly
- Flat fee
- not hourly
- A shorter build is fewer months on the invoice
- human-reviewed
- 100%
- human-reviewed
- Nothing merges without the engineer who will maintain it
- from day one
- Your repo
- from day one
- Your stack and docs, with no dependency on our tooling
Go deeper
More under Engineer, and beyond.
- EngineerTurn possibility into production. Build the applications, agents, integrations, and data infrastructure that put AI inside real business workflows.
- Agent EngineeringAgents that do the work inside your systems, not beside them.
- Agent Knowledge LayerAI is only as good as what it knows about your business.
- Agent StrategyKnow which workflows AI should take on first, before you fund the build.
- Forward-deployed engineersHowever you start, our engineers embed with your team: your Slack, your repo, your standups.
Bring us the backlog. We’ll clear it.
The work your team would reach next quarter if it had the capacity. Tell us what’s on it and we’ll tell you what a senior squad at a flat rate clears, and how fast.