A fintech team I advised almost published a landing page promising "instant approval in all states." That line came from an AI draft, and nobody compared it with the real underwriting policy. Compliance caught it one hour before launch.
Use AI in fintech content only after your source documents are locked. Let AI help with clarity and structure, but never let it invent rates, eligibility, or regulatory claims. Every numeric statement and legal phrase needs a source and a human sign-off.
Build a locked source pack first
Before generating copy, collect the exact references the writer is allowed to use:
- current fee table and APR ranges
- approved eligibility criteria
- KYC and dispute-handling language
- latest legal review notes
If the source pack is incomplete, the draft is not ready. AI is fast at producing confident sentences, including confident mistakes.
Use AI for wording, not policy
I treat OpenAI and Claude as rewrite assistants, not policy engines. Good prompts ask for plain-language rewrites of text you already approved. Bad prompts ask for a full "compliance-friendly page" from scratch.
When the model creates a claim you cannot trace to a source document, delete it. Do not negotiate with the sentence.
Run one hard review pass before publish
My review pass is simple:
- highlight every number and superlative word
- verify each highlight against the source pack
- confirm state-specific language with legal
- place disclosures near the claim, not hidden in footer text
Your team should also keep official guidance from the CFPB and relevant state regulators bookmarked during content review.
In fintech, one sloppy sentence can cost months of trust.
