AE Data Integration

Turn local/offline files into AE data through one fixed pipeline of four submodules: Source → Tracking plan → Transform → Sink. A file is never uploaded merely because it is present: its business meaning is understood, confirmed once by a human, and only then ingested. The tracking plan is generated and confirmed before ingestion (data governance shift-left) — see references/tracking-plan.md.

Two entrances lead here: the AE Agent dialog (attach / plus-button upload) and ae-cli. Two sink paths exist: RESTful API for one-time/small loads (current phase), and LogBus / DataX for recurring/high-volume loads (next phase). Source and Sink are pluggable — adding one does not change the main pipeline.

Mandatory safety rules