TraceMint AI Analyst
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote
Grounded weekly revenue answers from raw payment events - deterministic numbers, worded by Meta's Muse Spark. TraceMint answers the question every solo founder asks: where did the money go this week? Raw commerce events (charges, refunds, disputes) are ingested with their acquisition source. A deterministic TypeScript engine computes gross, refunds, net, refund rate and per-source breakdowns. Then Meta's Muse Spark (muse-spark-1.2) via the Meta Model API writes a plain-English weekly digest from those numbers. Figures are checked against the computed summary before the digest is shown; a digest that fails the check is withheld. The model receives the computed summary, not raw events.