The Problem
Your AI outreach tool sent 800 pre-qualification emails to borrowers last Tuesday. Twelve of them quoted APR ranges that don't match any product you offer. Three promised 'no hidden fees' on a product with origination fees. A borrower screenshotted one and filed a CFPB complaint. TILA doesn't distinguish between a human typo and an AI hallucination — it's a violation either way.
Your AI hallucinates rates that don't exist
The model quoted 3.9% APR. Your actual rate floor is 5.99%. A borrower relied on that number, applied, got a different rate, and filed a CFPB complaint. TILA doesn't have an 'AI made a mistake' exception. That's a violation.
TCPA exposure multiplies with AI volume
AI-generated texts to borrowers must comply with consent rules, timing windows, and required identification. Your AI doesn't know it's 9:15 PM in the borrower's time zone. One wrong text is a $500-$1,500 per-message statutory damage.
Collections language the AI doesn't know is illegal
FDCPA prohibits threatening, harassing, or deceptive language. Your AI writes 'failure to respond may result in further action' — which reads like a threat to a consumer and a violation to a regulator. The AI thinks it sounds professional.
How Bookbag Helps
Every AI-generated message is evaluated with structured human verdicts: approved messages pass, risky messages get fixed, and high-risk messages require SME approval with evidence.
Every rate and term checked against your actual products
The AI QA & Evaluation Platform flags APR claims, fee references, and term descriptions against your approved product parameters. If the AI quotes a rate you don't offer, it's blocked before it reaches the borrower.
TCPA-aware evaluation for every text and script
AI-generated texts and call scripts are evaluated for consent compliance, timing rules, and required identification. Violations trigger a blocked verdict with authority escalation to your compliance team.
FDCPA compliance baked into every collection message
Prohibited language patterns — threats, harassment indicators, deceptive phrasing — are caught by the AI QA & Evaluation Platform. Blocked items route to compliance SMEs with evidence and recommended corrections.
Best For
- Consumer lending platforms using AI for borrower outreach
- Mortgage companies with AI-generated marketing
- Collections agencies deploying AI-assisted communications
Not the Right Fit
- B2B lending with no consumer-facing AI communications
- Internal loan processing without customer touchpoints
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