AI & Technology / 3 min read
AI Can Organize Dispute Evidence; Every Claim Still Needs a Source
By Eric KuvykinBuild a traceable dispute packet with original records, a reason-specific narrative and a named reviewer before submission.
Author Archive
Eric Kuvykin
Publisher and editorial director covering payments, fintech, merchant services, banking, AI, technology and operating strategy for small and medium-sized businesses.
PaymentsFintechMerchant ServicesAIBankingSMBs
Published articles
By Eric Kuvykin
Payments / 3 min read
Dynamic Pricing Needs a Margin Floor and a Checkout Consistency Test
Test an automated price recommendation against unit economics, channel consistency and customer-facing records before allowing a live price change.
Operations / 3 min read
A Financing Chatbot Should Produce a Reviewable Intake Record
Test financing-chatbot intake with a field-level correction trail, document references and a clear handoff to the lender.
Banking / 4 min read
Cash-Heavy Merchants Need Deposit Routines That Protect Staff and Records
Restaurants, smoke shops, convenience stores and event operators need controls before a bank asks for explanations.
Operations / 5 min read
Automated Tax Categorization and Receipt Reconciliation Agents
SMB financial apps integrate autonomous agents to categorize receipts and prepare automated ledger journal entries.
Merchant Services / 5 min read
BNPL at Checkout: Useful Lift or Expensive Habit?
Installment options can raise conversion, but owners should measure fees, refunds, disputes and customer fit.
Operations / 3 min read
An Identity Graph Alert Needs Evidence Beyond a Shared Address
A practical review worksheet for graph-based identity alerts, including connection quality, innocent explanations and a documented resolution.
Payments / 3 min read
A Payment Support Bot Should Identify the Failure Before Suggesting a Fix
A bounded support workflow for payment incidents: separate decline, capture, settlement and refund questions, then hand staff a useful evidence packet.
Payments / 5 min read
Automated Smart Contract Settlement Pilots in Wholesale Payments
Enterprise fintechs test LLM-driven contract verification workflows to automate milestone-based merchant disbursements.
AI & Technology / 5 min read
AI-Driven Search Intent Optimization Frameworks for Business Media
Digital publishers deploy large-scale hub-and-spoke FAQ architectures to capture search engine traffic for specialized commercial verticals.
Payments / 3 min read
An AI Fraud Score Needs an Escalation Path Before It Can Delay a Payment
Evaluate fraud alerts with a review queue, independent verification and separate measures for missed fraud and legitimate customer friction.
AI / 4 min read
Deepfake Fraud Makes the Call-the-Boss Test Obsolete
Voice and image scams require callback rules, payment approval limits and staff training before the fake emergency arrives.