Why AI Fails Like IAM
- Madhukeshwar Bhat
- 2 days ago
- 1 min read

There’s a strong sense of urgency around AI adoption in enterprises — but we’ve been here before. Identity and Access Management promised security and control, yet struggled at scale not because of technology limitations, but because adoption, ownership, and operating models were underestimated. AI is walking into the same enterprise realities.
In this short talk, I explore why AI success will depend less on models and more on leadership decisions — clarity of ownership, decision rights, and how risk is designed into platforms. Enterprises that learn from the IAM journey have a real opportunity to avoid repeating history.
Please refer to YouTube version of the talk here: https://youtu.be/DGI9PrtuWO4



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