Grounded in your data
RAG pipelines that answer from your sources.
AI-led companies
For AI-led companies shipping to production.
RAG, agents, evaluation harnesses and LLM red teaming, from prototype to a system your users trust.
- RAG
- Agents
- Red team
What you get
From demo to dependable.
Guardrails and monitoring
Agents that stay inside defined limits in production.
Evaluated before launch
Harnesses that measure quality before users do.
Red-teamed
LLM red team engagements before public launch.
The problem
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
What's included.
- RAG pipelines grounded in your data
- Agents with guardrails and monitoring
- Evaluation harnesses before launch
- LLM red team engagements
How we work
How we run it.
Step 1
Map workflows before models
Step 2
Ground in your data via RAG
Step 3
Evaluate before autonomy
Step 4
Red team before public launch
What we use
Tools, platforms and methods.
- LangChain
- Vector databases
- OpenAI / Anthropic
- Evaluation suites
Related work
Projects we've delivered.
Related
Related services.
Agentic AI & automation
Agents grounded in your data, with scoped permissions, approval gates and audit logs.
Learn moreRAG for enterprise data
Cited answers over your documents and data, respecting who can see what.
Learn moreApplication security testing
SAST, SCA, DAST and manual pentest, with retest and an evidence pack.
Learn moreShip AI you can trust.
Tell us your use case and launch timeline.