The AI Governance Vacuum: Why Most Organizations Have No AI Security Assessment Framework

The Speed vs. Security Gap

In the race to deploy AI capabilities, Indian enterprises are creating a security deficit that mirrors the early days of cloud adoption — but at greater speed and with higher stakes. Business units are integrating large language models, deploying machine learning pipelines, and connecting AI services to production data stores, often without any security assessment or governance framework.

In our experience the gaps cluster in the same places across Indian enterprises: