Fluke Labs/Custom Models & Agents
Custom Models & Agents
LLM apps, autonomous agents and retrieval systems built around your data.
Where it helps
AI that works with your information, not around it.
- Generic AI tools cannot answer from your own knowledge.
- Your team repeats research, classification or document tasks.
- You need a way to measure quality before trusting outputs.
What the work involves
01
Ground the system
Identify trusted sources and access boundaries. Design retrieval and context around the questions people need to answer.
02
Evaluate behaviour
Build a representative test set. Measure accuracy, unsupported answers, latency and cost before expanding access.
03
Integrate carefully
Connect the system to existing tools with clear permissions, human review and fallback paths where appropriate.
A tangible outcome.
The exact scope is agreed around your needs. A proposed engagement can include these deliverables.
How we work- A focused AI application or agent workflow
- Retrieval and integration design
- A repeatable evaluation suite
- Monitoring and operational guidance
Your next step