Industries
Production AI, tailored to where it has to run
We bring sector-specific constraints — regulators, data boundaries, latency budgets — to every engagement.
Financial Services
Where latency, audit, and explainability all matter at once. Retrieval-grounded assistants, agentic workflows, and inference under regulator-grade controls.
- Low-latency RAG over policy and product corpora
- Agentic workflows with full audit trace
- Model access governance and explainability
Healthcare
PHI-safe retrieval, HIPAA-aligned deployments, and the eval discipline clinical software demands.
- HIPAA-aligned inference and data planes
- PHI-aware retrieval and redaction
- Clinical-grade eval and review workflows
Retail & Commerce
Conversational commerce, search, and recommendation at margins that survive Black Friday traffic.
- Hybrid retrieval for catalog and content
- Cost-controlled conversational commerce
- Personalization with privacy boundaries
Manufacturing & Industrial
Domain-grounded copilots and multimodal inference where the data plane crosses OT and IT boundaries.
- On-prem and air-gapped inference
- Multimodal pipelines for telemetry + docs
- Knowledge graphs grounded in operational data
Foundation Model Labs
Training infrastructure, eval harnesses, and inference-tier engineering for teams shipping their own models.
- Distributed training and checkpoint hygiene
- Inference compilation (vLLM, TensorRT-LLM, Triton)
- Internal eval and red-team tooling
AI-native Products
Agentic systems and retrieval-driven products where the model is the product. We build the boring infrastructure that lets you ship.
- Agentic workflow engines and sandboxes
- Multi-model routing and cost control
- Eval and trace tooling for product teams