We build the copilots, assistants, and agentic systems your business will actually rely on. From retrieval architecture to evaluation, identity, and guardrails — we own the full engineering surface.
The prototype looks great in a boardroom. The production version has to handle identity, data sensitivity, retrieval quality, hallucination risk, cost, latency, monitoring, and user adoption. That's the gap we close.
In-product assistants grounded in your data, your workflows, and your auth model.
Retrieval-augmented architectures tuned for relevance, freshness, and cost.
Agents that actually coordinate across systems — not toy demos.
Continuous eval, red-teaming, and regression testing for prompts and pipelines.
Policy engines, PII protection, jailbreak mitigation, and approval flows.
Vector stores, hybrid search, embeddings, and semantic layers over your data.
Real-time voice agents, document intelligence, vision, and multimodal flows.
Observability, cost control, versioning, and CI/CD for AI systems.
Not every workflow benefits from AI. The ones that do, benefit a lot. We help you pick the right problems — and ship them.
Copilots designed for real workflow integration — not optional extras.
Retrieval tuning, evaluation, and guardrails that hold up under real load.
Smart routing, caching, and model selection engineered in from day one.