Fintech Engineer Details AI Trust Lessons from Reconciling 100B+ Transactions

At the AI Everything MEA conference in Cairo, a fintech operator shared a real-world example of how ambiguous data definitions can distort AI and analytics outcomes. Using SMS notification charges and interest postings as an example, they showed how automatically generated, non-customer-initiated transactions can inflate 'Monthly Active User' counts, leading marketing, product, and finance teams to draw three conflicting conclusions from the same dataset.