Operators who build private AI, audit first.
Airekka's job is to help regulated operations get the benefit of AI without sending proprietary or regulated data to a public model — by seeing clearly where AI belongs in the ERP, EHR, and legacy stacks they already run, and where it does not.
The front door is the AI audit. Recommendations come out of it. If a recommendation earns a go, we build it to run inside the client's own environment, with human gates and audit trails designed in from the start — not bolted on after go-live.
Built by operators with deep experience in Fortune 500 manufacturing, healthcare systems, and enterprise technology — now applied to regulated, complex operations that cannot send their data to a public model. The build is optional. The audit is the starting point.
How we work
Operators
People who understand production floors, revenue cycle, claims, and executive reporting — not just model demos.
Builders
Engineers who ship integrations, agents, and dashboards into real stacks — after the audit says the work is a candidate.
Governance
Compliance-minded design so anything we later build stays auditable, access-controlled, and under human oversight.
Company values
Audit first
We write the recommendation before we talk about a multi-year build. The engagement we are in now is proof we can ship. The audit is how we decide whether you should.
Govern always
Human-in-the-loop gates, audit trails, and access control are designed into anything that goes to production — not bolted on after go-live.
Operate with integrity
We don't invent client logos or claim employers as customers. Credibility comes from the work we are in and how we operate.
Where we are
Toledo, OH and Orlando, FL — U.S.-based teams serving regulated operations nationwide.
What's eating your week?
Tell us the process that is eating your week. We'll respond within one business day.
Start with a conversation