Quick answer
RAG, agents, evaluation harnesses, and LLM red-teaming for AI-led companies shipping to production.
Demos that break under real users
Prototype agents fail on edge cases, hallucinate, and lack guardrails. Production requires evaluation and security review.
What we deliver
- RAG pipelines grounded in your data
- Agents with guardrails and monitoring
- Evaluation harnesses before launch
- LLM red team engagements
How we work
Map workflows before models
Ground in your data via RAG
Evaluate before autonomy
Red team before public launch
Typical stack
LangChainVector DBsOpenAI / AnthropicEvaluation suites