India, April 20 -- For years, organizations have invested in analytics, dashboards, and machine learning systems. Most of these systems have been used to generate reports, automate analysis, and improve visibility into operations. But the real shift happening now is not about better reports. It is about moving AI from reporting into the decision-making layer of the enterprise.

In a recent conversation, Vivek Shankaranarayana, Co-founder, Impactree.ai, spoke about why this shift is difficult, what is broken in current enterprise systems, and what needs to change in enterprise architecture for AI to become a true decision-making system.

The core idea is simple but important: AI does not become a decision system just because a company inst...