What started as efficiency tooling in 2024 and 2025 is rapidly maturing into decision infrastructure in 2026. AI is moving upstream from operations into strategy, budget planning, customer engagement, and internal governance. The human role is changing from doing and approving to validating judgement and intent.

This transition raises a critical question for leadership across technology, enterprise, healthcare, manufacturing, and public systems.

If AI is already influencing outcomes, how should organisations govern, structure, and scale that influence responsibly.

AI Spectrum India invites industry leaders, practitioners, policymakers, and researchers to share perspectives on how this shift should be navigated in real world business environments.

Expert Call Out

We are inviting short, practical viewpoints on the following.

How are organisations deciding where AI is allowed to recommend versus decide
What guardrails are required as AI moves into strategic workflows
How leadership roles and accountability models must evolve
What mistakes enterprises should avoid at this stage of adoption

Selected expert insights will be featured as part of AI Spectrum India’s ongoing AI In Enterprise Reality series.

Email us aispectrum@mmactiv.com | ankit.kankar@mmactiv.com