Enterprise AI Opinion &amp; Analysis

Enterprises Are Scaling AI Before They Are Ready For It

Where the Next Trillion Dollars in AI Will Be Made

Exclusive: U.S. Bank's Dhivya Nagasubramanian on Why the Biggest Risk in Agentic AI Is the One Nobody Sees.

The Real Barrier to Enterprise AI Is Not Technology. It Is Middle Management.

Managers are not questioning whether AI can work. They are questioning whether it will work in their specific operational context.

Sachin Mohan · Apr 21, 2026

Pro-Worker AI Is Real. When the Business Model Requires It

Protecting workers and protecting margins turns out to be the same thing, for some companies

Mukundan Sivaraj · Mar 5, 2026

Transforming Domain AI Experience With Zero Code, Disrupting the Legacy Enterprise Software Ecosystem

Enterprise AI projects fail, not from lack of ambition, but from forcing large language models into workflows they were never designed for.

Akash Sureka · Feb 26, 2026

“It’s Not 10% More Efficient. Now We’re Talking 10x.”

Concourse’s Matthieu Hafemeister says proof-of-concept rollouts in enterprise finance focus on ROI, traceability, and control

Mukundan Sivaraj · Feb 13, 2026

Five Voices – One Vision, Redefining the Future of Work

If you're not uncomfortable, how are you going to create something extraordinary?

Shruti Lohar · Feb 10, 2026

“There Are No More Tech Moats” says Thoughtworks CDAO Shayan Mohanty

Why the consultancy is focusing on execution, not tools

Mukundan Sivaraj · Feb 2, 2026

Why a Microsoft AI Architect Focused on Trust, Not Hype?

“In AI,” Gulwani says, “creativity comes from how we ask questions. Responsibility comes from knowing when to question the answers.”

Anshika Mathews · Jan 21, 2026

Building an AI Operating System for Retail, with Walmart VP Anupriya Sharma

A look at how Walmart is connecting stores, supply chains, and customers through a single AI layer

Mukundan Sivaraj · Jan 14, 2026

The Regions Bank AI Shift Through the Lens of Manav Misra’s Leadership

For the first time, data is being treated as a true strategic asset, and AI has finally crossed from experimentation into real transformation.

Anshika Mathews · Dec 9, 2025

Varun Sharma’s Response to Data Trapped in Silos

People tracked everything, but the why was missing.

Anshika Mathews · Dec 5, 2025

AI Didn't Fire Those Workers, Bad Management Did

"They overhired in the COVID era when they didn't actually need to, the results of that are being seen now"

Sachin Mohan · Dec 5, 2025

“APIs Have Been More Sticky,” says Murf AI’s CEO

Murf argues that infrastructure reliability, not model commoditization, will determine who wins voice AI inside global enterprises

Mukundan Sivaraj · Dec 5, 2025

AI Isn’t the Moat. The Ecosystem Is, according to Whippy’s David Daneshgar

Whippy’s CEO explains why AI agents alone won’t be enough to survive the next wave of automation

Mukundan Sivaraj · Nov 18, 2025

What If SEO No Longer Mattered But Only What LLMs Cite

AirOps frames its mission in direct terms: to help teams become “first to know and first to grow.”

Anshika Mathews · Nov 17, 2025

“AI should handle the paperwork, not the people,” says Pyq’s Aman Raghuvanshi

Pyq wants to automate the repetitive, document-heavy tasks that define modern commercial insurance with Mulligan

Mukundan Sivaraj · Nov 12, 2025

Pharmaopinion

“AI That Knows Its Limits,” says Autonomize AI’s Ganesh Padmanabhan

Healthcare and insurance run on endless data, dense workflows, and strict rules. Autonomize AI helps teams cut through the noise.

AIM · Nov 11, 2025

Use AI or Get Fired, A New Crisis in Corporate Leadership?

Accenture and IgniteTech pushes workers to master AI, firing those who can't keep up.

AIM · Nov 9, 2025

“Customers want an OpenAI-like service they control,” says Red Hat’s Tushar Katarki

Product Head Tushar Katarki talks giving enterprises true ownership over data and cost

Mukundan Sivaraj · Oct 25, 2025

“Our agents know when they don’t have enough data,” says PagerDuty's David Williams

SVP of Product David Williams discusses how AI, orchestration, and consumption pricing are reshaping enterprise reliability

Mukundan Sivaraj · Oct 22, 2025

How This AI Leader Turned Governance into a Growth Engine at a Fortune 500 Giant

Gopal Renganathan shares how he applies an entrepreneurial mindset to enterprise AI, treating data like a product and governance like a velocity enabler.

AIM Media House · Oct 22, 2025