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Real-world lessons from deploying AI voice agents, document processing, and workflow automation in the enterprise.
Synthetic identity fraud in auto lending worsens with reviewer turnover: new staff haven't yet learned to spot the inconsistent data tenured reviewers catch.
Read articleFor auto lenders, AI document review integration triggers procurement and IT security review first. Ask how it connects before you ask about ROI.
Read articleAutomating stip collection doesn't require lowering fraud review: one back-office program held 99.3% QA accuracy while beating its funding goal by 40%.
Read articleTILA/Reg Z enforcement rarely targets a missing disclosure form. It targets what gets left out of the APR and finance-charge math itself, per CFPB actions.
Read articleA CIT aging report sorts unfunded contracts by days outstanding. The total balance is a vanity number; the age buckets are where the real signal lives.
Read articlePaper contracts fund in 9-10 business days, sometimes 11-13 with a resign. E-contracted deals fund in about 24 hours. The gap that matters is variance.
Read articleDealers who arrange financing are financial institutions under GLBA, meaning they must honor opt-outs on data sharing, not just hand out a privacy notice.
Read articleDealerships that receive more than $10,000 in cash, or in cashier's checks and money orders under $10k, must file IRS Form 8300 within 15 days of the payment.
Read articleStip resolution time is set by round trips, not document speed. Cutting a two-exchange stip to one exchange is what actually halves the clock.
Read articleSynthetic identity fraud can trigger funding chargebacks costing hundreds of thousands a quarter, and rising back-office turnover makes it harder to catch.
Read articleA chatbot answers questions, RPA runs fixed scripts, and an AI coworker makes approve/reject calls on variable documents. Here's how to tell them apart.
Read articleA deal jacket audit checklist organized by who actually checks each item: Used Car Rule, Safeguards Rule, lender stips, or state DMV, not by form name.
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