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Behind the Algorithm

Every AI rollout is, in the end, a set of choices made by people: whom to hire, what to automate, what to measure and what to leave alone. In Behind the Algorithm, India’s senior leaders write about those choices in their own names. Less about what the technology can do, more about what it asks of the people who run it.

The human decisions behind every AI decision.

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BEHIND THE ALGORITHM

The AI Capacity Dividend: Turning Infrastructure into Institutional Capability

The article explores how organizations can turn AI infrastructure into lasting business value through operational readiness, reusable capabilities, and workforce development. It also examines India’s opportunity to strengthen its AI competitiveness.

Suresh Tulluri | 21 Oct 2026 | 38 views

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BEHIND THE ALGORITHM

Everyone Wants AI Faster. Few Talk About Accountability.

The Meeting That Felt Familiar A few months ago, I attended a discussion on AI adoption. The room was full of enthusiasm. Teams were showcasing use cases, leaders were sharing productivity gains, and ...

Kapil Gupta • 15 Oct 2026 | 138 views

BEHIND THE ALGORITHM

Where will tomorrow's experts come from?

In short Senior people learned their skills by doing years of junior work. AI now does a lot of that junior work. So we are quietly losing the way we make senior people, just as we need them most. Th...

Sonal Narkhede • 15 Oct 2026 | 132 views

BEHIND THE ALGORITHM

Hiring for AI Adoption Won't Get You AI Impact

At the Zinnov Confluence that I attended in Bengaluru last month, one small change created more impact than most of the keynotes. Zinnov introduced a new AI Excellence award, and the criterion was imp...

Pankaj Arora • 14 Oct 2026 | 134 views

BEHIND THE ALGORITHM

The AI Cost Paradox: A Jevons Effect Waiting to Happen?

The AI Cost Paradox I have been thinking about this for some time. There seems to be a bit of a pause in enterprise GenAI adoption right now. Not a loss of interest. If anything, the interest is proba...

Amit Puri • 13 Oct 2026 | 110 views

BEHIND THE ALGORITHM

When AI Adoption Does Not Equal Impact

Artificial Intelligence has moved from experimentation to a strategic business priority. A large majority of organizations now use AI in at least one business function, while 86% of employers expect A...

Varun Sachdeva • 9 Oct 2026 | 160 views

BEHIND THE ALGORITHM

From AI Mandate to AI Muscle

I have been looking at the recently released Renous GCC Sentiment Index 2026 , and what caught my attention was not the headline score of 154 . It was the story underneath the number. Seventy-four sen...

Rajan Gupta • 19 Aug 2026 | 486 views

BEHIND THE ALGORITHM

AI Won't Replace Your Job - It Will Redefine It

Artificial Intelligence has grown exponentially over the past few years and today touches almost every aspect of our lives—from the moment we wake up until we end our day. While AI feels like a recent...

Chetan Hingu • 21 Jul 2026 | 468 views

BEHIND THE ALGORITHM

What Engineering Leaders Get Wrong About Deploying AI at Work

Most AI conversations at work start with the model. Which one's faster, cheaper, more accurate. That's the fun part to argue about. It's also rarely what decides whether AI works once it's in your com...