Tiered autonomy aligns agent authority with business risk and consequences. Enterprises need a clear path from…
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Solve the business problem before scaling AI
Successful enterprise AI begins with a measurable business need and grows through dependable data, trust, governance…
Build guardrails before the pilot becomes production
Guardrails designed during pilots enable confident scaling across complex factories. Industrial AI should be selected and…
“Enterprise AI must drive business action, not just deliver insights” — Dr Kamal Karnatak, RJ Corp
Dr Kamal Karnatak, Group CIO, RJ Corp, discusses how the group is using AI to improve…
For secure manufacturing AI begins with zero trust in data movement
Secure manufacturing requires zero-tolerance data protection and predictive operational resilience. In regulated secure manufacturing, AI must…
Production monitoring starts in the pilot
Production assurance begins by demonstrating monitoring during the pilot itself. AI now sits across a wide…
AI ambition cannot outrun digital fundamentals
AI ambition cannot compensate for broken journeys and weak governance. AI transformation will repeat earlier cloud…
In banking outcome integrity comes before autonomy
Banking AI must demonstrate outcome integrity, human control and economics. Banks have used AIOps for some…
Why enterprise AI is still waiting for its ERP moment
Enterprise AI needs infrastructure visibility, data control and production confidence. Enterprise AI in India currently resembles…
From data to intelligence to autonomous action
Autonomous enterprises turn intelligence into action. The real challenge is defining AI’s authority while keeping humans…