AI systems that run where your data lives.
We build workflow automation, multimodal reasoning, and autonomous agents for regulated industries. Everything deploys on your infrastructure — HIPAA-ready, NVIDIA-accelerated, entirely under your control.
Products for the workflows that never leave the building.
Three product lines. Each ships as software you deploy inside your perimeter — integrated with the systems you already run, staffed by agents that understand your domain.
Workflow Automation
Agents that read documents, extract structured data, route work, and hand off to humans when they need to. Integrated with the EHRs, LIMS, billing platforms, and CRMs you already run.
Product line · Multi-moduleAutonomous Agents
Persistent workers with real memory. They watch systems, catch problems, draft solutions, and learn from every interaction — and on-premise inference means they see production data without any of it leaving.
Product line · Agent runtimeMultimodal Reasoning
Vision, text, and structured data reasoned about together — pathology slides next to molecular reports, fax PDFs next to EHR notes. Answers grounded in all of it, not just what fits in a prompt.
Product line · Vision + text + structured
Sovereignty isn't a feature. It's the constraint we build against.
Cloud API calls aren't an option when the input is PHI, PII, or protected research. We designed the stack to work under that constraint from day one.
The AI comes to the data.
Regulated data doesn't leave the building. Our inference stack runs behind your firewall on NVIDIA-accelerated hardware — either yours or ours, colocated. The model works where the record already sits.
Third-party APIs are not options.
Every generic cloud AI product is disqualified the moment PHI touches the request. We build assuming that's the baseline — not a premium tier.
Owning the metal changes the math.
Once the hardware is amortized, inference is close to free. Agent workloads that would be prohibitive on a per-token basis become the cheapest part of your stack.
Built for industries where the data can't ship out.
Healthcare is our first and deepest vertical. The same architecture applies anywhere a perimeter matters.
Healthcare & life sciences
Speeding up diagnostics. Cutting billing rework. Closing the interoperability gaps between EHR, LIMS, and revenue-cycle systems. In pilot with a precision-diagnostics company, improving workflow and accelerating cancer research — all on-premise.
Every product sits on the same engineered stack.
A working R&D group, not a marketing department.
We publish the ideas we bet the platform on — foundation model optimization, swarm engineering, cognitive architecture.
