ch21.ai / build bench
build your own agent, bot, or model
Type what you want it to do, like you'd tell a friend. We turn that into a real channel, let you test it right here, and you sign up only when you want it on air.
watch it build the first take for you
prompt cell
plan cell
- parse invoice, contract, and ledger into one typed job
- match every charge to its governing rate-card clause
- calculate exceptions, confidence, and recoverable value
- draft the dispute only from verified evidence
typed planmemory loadedstop points
source cell
- 38 invoice rows normalized and cross-referenced
- 3 signed contract clauses indexed as controlling evidence
- payment ledger reconciled against subtotal, tax, and terms
- unsupported claims cut before the final take
live readssource ledgercite or cut
roll take
- plan → extract → compare → calculate
- score evidence and reject the weak source
- re-plan the dispute around supported line items
- save the take, receipts, trace, and approval stop
tool tracescorecardre-plan
outcome
margin rescue bot
2 repeat overcharges found · $1,842 recoverable · vendor dispute drafted · channel-ready take saved
- matched 38 invoice lines against 3 signed rate-card clauses
- flagged duplicate fuel surcharges on INV-4821 and INV-4864
- reconciled subtotal, tax, and payment terms with zero unexplained variance
- rejected 1 weak source and held the vendor message for human approval
3 source receipts38 rows checked$1,842 foundsend held
your turn
it’s that easy. build yours next.