AI that actually fits the way you work.
We help teams ship LLM-powered features and copilots that solve real, measurable problems — not demos. Grounded in your data, evaluated against your workflows.
What we typically build
- Internal copilots
Chat-style assistants over your docs, tickets, code or playbooks — with proper access control.
- RAG & semantic search
Retrieval over your knowledge base, with citations, freshness checks and relevance evaluation.
- Document intelligence
Extract structured data from PDFs, scans, emails and forms — with human-in-the-loop where it matters.
- Agentic workflows
Multi-step LLM agents that act in your systems via tools, with guardrails and audit logs.
- Evaluations & guardrails
Test sets, regression checks, content safety, jailbreak resistance — built in, not bolted on.
- Model choice
Claude, GPT, Gemini, open-weights — picked per task and per cost target. We're not married to any vendor.
Have a thorny AI use case?
Tell us what you're trying to do. We'll come back with a short, honest read on whether it's a fit for AI, and what the smallest useful version looks like.