Training Private Lab Toolkit Work With Me Blog
Enroll in Tier 1 — Foundations
Book a Call


Dispute Operations Articles

Operational analysis for the people inside issuer dispute programs - analysts, dispute leads, fraud and risk ops, and fintech operations teams. Every article is built from lived issuer-side experience and structured around four operational principles: classification, defensibility, judgment, and AI limitations.

Classification framework for issuer-side dispute teams — Dispute Academy
How to Classify Disputes Correctly - A Framework for Fintech & Banking Teams | Dispute Academy ai-limitations classification frameworks merchant-disputes participation-check scam unauthorized May 12, 2026

Categories

All Categories ai-limitations classification frameworks merchant-disputes participation-check scam unauthorized

Get new operational analysis as it publishes.

Long-form articles on classification, defensibility, and AI limitations in dispute operations. No marketing. No "10 tips" content. Just the work.