Business Analysis First, AI-Assisted Code Second

In today's tech landscape, AI coding tools can generate code at astonishing speed. But the critical question remains: Code for what, and why?

Generating code rapidly without deep domain understanding of financial workflows and customer accounting leads to technical debt.

Over 20 years of IT leadership taught me that real value lies in precise problem identification and clean system design.

In the KAM Ecosystem, every demo originates from business analysis and structured requirements before deployment.