AI data engineering agent
Drop a file: the agent analyses it and proposes a data contract, a bronze / silver / gold pipeline, KPIs and a dashboard. Nothing runs without human approval; everything is verified and audited.
- Governance: versioned data contract, INGEST / QUARANTINE / REJECT decision for each file, business rules (cancelled orders excluded from KPIs).
- Controlled AI: the LLM proposes (column roles, column names for a headerless file, analysis summary), code checks every proposal and every cited figure, and a reviewer decides.
- Validated in Microsoft Fabric and Power BI: Delta tables and reports checked against the source files, for example revenue of 20,928,022.43 over 32,718 rows.
- Rigour: more than 480 automated tests, run on every change.