Home › Use Cases › Banking

AI for Banking

20 ready-to-build AI use cases for banking teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
20use casesfor Banking
6kinds of jobthe bars below
1,987sample documentsin these kits’ data
1,558test casesgraded by code
98failures namedcase by case

What these kits do

Pick a job to narrow the tiles below.

Where they slip, and where to watch

Across 98 named failures

  • Applied the wrong rule · 38%
  • Added or dropped an item · 19%
  • Cited the wrong source · 16%

No Banking video yet.

Watch Banking videos on YouTube →

All 20 kits

BankingUC0009Know when a bank customer's chat has every fact needed298 turns measuredBankingUC0031Check a loan applicant's bank statements for large deposits55 statements measuredBankingUC0032Check a mortgage borrower's pay stub for qualifying income55 pay stubs measuredBankingUC0033Catch buried assumptions in a mortgage lender's appraisal reports55 reports measuredBankingUC0067Check a bank's risk indicators against its escalation rules150 period reports measuredBankingUC0069Catch what changed in a vendor's report, year to year50 recertification packets measuredBankingUC0070Decide whether a new rule reaches your bank50 issuance packets measuredBankingUC0105Trace a bank's bad data back to its source120 CDE profiles measuredBankingUC0295Write a new customer's bank risk file62 customer risk file measuredBankingUC0306Turn a dispute call into a claim, with its deadlinesaudio50 recorded dispute calls measured · 21.5 minutesBankingUC0328Catch check deposit exceptions before they postimage40 remote deposit cheques measured · 80 pagesBankingUC0381Sort a bank teller's cash difference by its cause60 balancing cases measuredBankingUC0431Check a borrower's loan certificate against its amended agreement62 covenant compliance test packets measuredBankingUC0491Screen a bank's trade finance packs for red flags64 presentation packs measuredBankingUC0522Find which trust provision governs a bank's distribution request64 distribution requests measuredBankingUC0550Check each client's online banking set-up against its signed limits66 set-up lines measuredBankingUC0557Propose a business loan's risk rating from the bank's definitions64 rating packets measuredBankingUC0563Spread a business borrower's financial statements onto the bank's template66 statement packages measuredBankingUC0585Price a mortgage rate lock exception under your lock policy63 lock exception requests measuredBankingUC0609Check a bank customer's payment story for scam warning signs64 concern cases measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026