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Industries

AI built for your industry's realities.

In regulated and high-stakes domains, the hard part of AI isn't the model. It's reliability, data, integration, and trust. We bring production discipline and compliance-aware engineering to the industries where that matters most.

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Where we work

Domains we know.

Healthcare & healthtech

Clinical workflows, patient products, and health-data platforms, with PHI handling, HIPAA-aware design, audit trails, and human review.

Financial services & fintech

Payments, lending, and financial-data products where accuracy, traceability, and compliance are non-negotiable.

Legal & document-heavy

Document intelligence, retrieval, and review over large, sensitive corpora, with citations and a human in the loop.

Education & EdTech

Learning platforms and content products at scale, from enrollment engines to multi-platform apps.

SaaS & enterprise

Production AI inside existing platforms: RAG over proprietary data, agentic workflows, analytics at enterprise load.

Consumer & wellness

High-engagement consumer apps and subscriptions, built for adoption, performance, and growth.

Regulated & high-stakes

Built to be signed off.

PHI/PII handlingHIPAA-aware designGDPR-aware designAudit trailsHuman reviewObservability

SOC 2 certified, with compliance-aware development, observability, and human review. Engineering experience, not legal advice. The AI layer your enterprise clients will actually approve.

Proof

See it in production.

We've shipped for category leaders across these domains: education platforms, consumer subscriptions, enterprise people-experience products.

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Tell us what you're building.

We'll scope an AI Discovery Sprint: clarity before commitment.

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