Practices

Two verticals. One AI capability layer. An engineering foundation.

Applied AI is both a standalone practice and the capability embedded inside Healthcare and Commerce. Engineering is the layer that keeps it all maintainable five years out.

Healthcare Technology

We build production healthcare software — from AI-powered claim appeals to full clinic practice management — for providers, networks, and healthcare-adjacent SaaS.

RAG over medical policy & payer guidelines
Multi-agent appeal generation (LangGraph)
Insurance benefits verification (VSP, EyeMed, Availity)
Optical / clinical quote calculation
Payment processing (CardPointe, Stripe)
Multi-tenant practice management
Hybrid web + Electron desktop delivery
Automated patient communication (SMS, email)

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Commerce, Marketplaces & SaaS

We build the transactional platforms that businesses run on — specialized e-commerce, vertical marketplaces, and SaaS products that ship to real markets and scale.

Two-sided marketplaces with verification
Specialized e-commerce with OEM fitment systems
Hybrid inventory (warehouse + live supplier feeds)
Multi-tenant SaaS architecture

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Applied AI & Agentic Systems

We build production AI — RAG, multi-agent systems, voice agents, document intelligence — that does measurable work, not demos.

RAG pipelines with strict grounding
Multi-agent orchestration (LangGraph)
Voice agents (Twilio + Whisper + LLM)
Document intelligence (hybrid OCR + LLM)

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Engineering Foundation

We're not a code shop — we're an engineering team. Data pipelines, MLOps, CI/CD, serverless re-architectures, and the layered architecture that keeps systems maintainable five years out.

Apache Airflow + Docker (containerized ETL)
CI/CD for ML (GitHub Actions, AWS CodePipeline)
MLflow experiment tracking
Automated model selection & tuning

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Let's build something that ships.

You'll talk to a founder, not a sales rep. Tell us what you're building and we'll tell you how we'd ship it.

See our work