We build agentic systems. Any app, any platform.
Bring the problem. We ship the agent that owns it — on open models you can run, audit, and move.
- Medical Logbook
- Resume Makeover
- Stock-AI
- Learn-AI
- Partner builds
Agentic systems, end to end.
Agent orchestration
Planner–executor graphs with typed tool calls.
Retrieval & RAG
Hybrid search, rerank, grounded citations.
Evals & guardrails
Offline goldens, online traces, schema checks.
Voice & realtime
Streaming STT/TTS with barge-in.
Full-stack builds
Front-end, APIs, data, infra — one team.
Self-hosted
Your cloud, your keys. No lock-in.
A short loop. Evidence over opinions.
Smallest job an agent can own end-to-end.
Ground every answer in your data.
Score before you ship. Evals are the moat.
Days to a loop. Weeks to production.
Planner–executor splits, with evals at the seams.
Single LLM calls fall over once real tools enter the loop. We split the work — planner, executor, evals at every seam — so a bad hop never silently rolls into the answer.
Open weights. Open APIs. Yours to run.
Host it, swap it, fork it. No proprietary runtime, no renewal surprise.
- Llama
- Qwen
- Mistral
- Gemma
- DeepSeek
- Phi
- Self-hostable
- Model-agnostic
- Auditable
- Cost-controlled
Four phases from problem to production.
- 01Scope
User, data, win condition.
- 02Prototype
Smallest working loop, scored against evals.
- 03Harden
Guardrails, observability, deploy.
- 04Hand off
Docs, runbooks, on-call.
Got a problem worth an agentic system?
A few partner builds each quarter. Tell us the job.
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