Build the software.
Train your team.
Put AI to work.
We embed with your team, ship real systems, and leave. Your people own everything.
What you get.
We turn workflows into software products, with AI where it matters.
- 01You have demand and a manual process. We build the production system.
- 02Auth, data model, deploy pipeline, monitoring. All production-grade.
- 03AI layered in where it creates real leverage. Not where it doesn't.
We make your eng and AI teams ship faster.
- 01Architecture reviews, delivery cadence, code standards.
- 02AI adoption strategy and embedded mentorship.
- 03We install the operating system your engineering team is missing.
We embed. We don't outsource.
- 01Not an agency. Not a body shop.
- 02We work inside your team, your codebase, your Slack.
- 03Every engagement ends with your people owning the system.
Three layers of AI
Product AI
AI features inside your product. Recommendations, agents, intelligent workflows.
Operational AI
AI that runs your operations. Support bots, data pipelines, automated QA.
Corporate AI
AI for business functions. Finance automation, document processing, compliance.
Diagnose. Build. Transfer.
Diagnosis
We don't touch code until we understand the problem
Map your workflows. Talk to your people.
Figure out what actually needs to exist.
Assess AI readiness: where models add value,
where they're overkill, what data you actually have.
Half the time, the answer is less than you think.
Build
Thin slices shipped daily, not a monolith at the end
Real auth. Real data model. Real error handling.
AI where the data supports it.
Your team sees working software on day one.
Every deploy is production-grade, observable, documented.
We ship daily, not quarterly.
Transfer
The goal is to make us unnecessary
We don't want a retainer.
We want your team to own the system.
Mentorship, runbooks, architecture decision records.
Everything needed so the next build happens without us.
Every engagement begins the same way.
A strategy session. Not a pitch. Not a demo. A real conversation about what's broken and what to do about it.
90-minute working session
Not a sales call. We map your current system, assess AI readiness, identify constraints, and figure out whether you need a product build, AI implementation, team acceleration, or all three.
Written diagnosis
Architecture review, AI opportunity map, technology recommendation, build vs. buy analysis, and a clear scope of work. Yours to keep regardless of what happens next.
Scoped engagement
If there's a fit, we frame the project together: product build, eng team embed, or a hybrid. If there isn't, you leave with a blueprint you can hand to anyone.
What comes next
Dev Consulting Retainer
From $15K/month
Embedded engineering and AI leadership on a monthly cadence.
MVP Build
From $20K
Go from idea to production software with AI where it matters.
Full Platform Build
From $75K
End-to-end product engineering with AI-native architecture.
Latest thinking.
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Ready to stop guessing?
Book a strategy session. You leave with a diagnosis, a plan, and a clear scope of work. Yours to keep either way.
Book a Strategy Session