Enterprise Architecture Professional Journal (EAPJ)

How to Roll Out AI in a Large Company without Losing Customers (Fintech Reality Check)

Fintech firms are racing to embed AI in customer support, but the biggest risk is eroding trust when high‑risk issues funnel users into endless bots. The article warns that without a clear, reachable human escalation path, incidents like fraud or blocked funds can trigger regulatory complaints and churn. It offers a six‑step rollout blueprint that prioritises human‑guaranteed escalation, risk‑based segmentation, AI‑assist for agents, transparency, staged deployment, and continuous audits. Real‑world data from Klarna, Jaja Finance and Bank of America show dramatic speed gains while maintaining satisfaction when the model is followed.