Service
LLM Systems to Production
Moving from a promising demo to a system your customers rely on. We build retrieval, agents and the evaluation and guardrail layers that keep them accurate, safe and affordable.
What we deliver
- Retrieval-augmented generation over your data
- Tool-using agents with clear failure modes
- Evaluation suites built on your real use cases
- Guardrails, fallbacks and human-in-the-loop review
- Cost and latency controls, including model routing and caching
Typical stack
- Claude
- Gemini
- OpenAI
- pgvector
- LangGraph
- Python
- TypeScript
Get in touch
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