Contextual Reasoning Core
Domain-adapted foundation models with retrieval, tool-use, and policy grounding built in. Deploy vertical intelligence without the overhead of generic LLMs.
- Vertical fine-tuning
- Structured tool-use
- Grounded citations

Modular AI building blocks designed to be deployed in the most demanding environments — from regulated finance to industrial edge. Compose them; don't rewrite them.
Domain-adapted foundation models with retrieval, tool-use, and policy grounding built in. Deploy vertical intelligence without the overhead of generic LLMs.

Hardware-accelerated inference on edge nodes with graph-compiled runtimes. Predictable P95 latency under sub-10ms.
Full-stack sovereignty for regulated sectors. Weights, prompts, and telemetry stay inside your VPC or air-gapped environment.
Continuous weight adjustment from live interaction signals. No retraining downtime, no drift, full lineage.
Discovery, workload sizing, and reference architecture for your first sovereign AI deployment.
Vertical fine-tuning, distillation, and evaluation harnesses for domain-specific accuracy.
White-glove rollout inside your VPC, private cloud, or regulated on-prem environment.
24/7 observability, drift detection, and version governance for models in production.
Controls mapping for SOC 2, ISO 27001, HIPAA, DPDP, and sector-specific regulators.
Executive briefings and engineering enablement to operationalize AI across your org.
We'll size your problem, propose a reference architecture, and give you a deployment sketch within two business days.