Management portal

Approve or reject pending corpus submissions and feedback. Nothing reaches buyer-facing recommendations until it's approved here.

The credit ledger — everyone with a session, what they've run, what it cost, and what they have left. Grant or claw back credits by hand.

What every model call actually costs, priced from real usage — spend by day, by call site, by model, and the true cost of a single report run.

Add structured input on a product or vendor to the corpus. Runs the full analysis pipeline and lands as pending until reviewed.

The public-facing form given out to report readers. Opens the live page.