AI Engineering
Agents, retrieval, extraction, automation
Agents that call real tools. Retrieval that cites its sources. Extraction from documents nobody structured. Each build ships with an evaluation set, and a person signs off wherever a mistake costs money.
- Evaluation sets (examples with known right answers, used to check the work) written before the build
- A review gate (a step where a person signs off before anything goes out) where being wrong is expensive
- Code, prompts and evals handed over
- Inputs
- Documents, records and tools
- Builds
- Agents, retrieval, extraction, routing
- Measures
- An evaluation set and a trace of every run
- Hands over
- Code, prompts, evals and docs