In the post, we walk through how Cartly uses:

Memory for user preferences and continuity

Records for structured receipts and receipt_items storage

A single mnx runtime object to control identity, history, recall, and record sync

Request trace packets for auditability and debugging in production

The demo flow covers schema setup, receipt image capture, AI extraction, record persistence, and record-aware chat responses.

Blog: <https://mnexium.com/blogs/introducing-cartly>

Docs: <https://mnexium.com/docs>

iOS code: <https://github.com/mnexium/cartly>