Production AI Is No Longer an Innovation Problem. It Is an Operational One.
By Rishi KhannaIn 2024, the boardroom conversation was simple. “What AI tools should we experiment with?” In 2025, the conversation evolved. “How quickly can we deploy AI?” In 2026,... Read More
When the AI Agent Becomes the Adversary: Why AI Governance Is Now the Hardest Problem in Enterprise AI
By Rishi KhannaOn its surface, the recent OpenAI and Hugging Face incident looked like another cybersecurity headline. It was much bigger than that. During an internal evaluation,... Read More
Feature vs. Product: The Question Every Startup Founder Must Answer Before Writing Another Line of Code
By Rishi KhannaEveryone Can Build Software Now With AI. But Only Few Are Building Real Products. A startup founder recently showed me an impressive AI application... Read More
AI FinOps: Why Token Economics Will Define the Next Generation of Enterprise AI
By Rishi KhannaEnterprises Got Introduced To AI in 2022 With ChatGPT When ChatGPT launched in late 2022, the conversation around enterprise AI focused on one question: “Which... Read More
Physical AI Agents: The Future of Autonomous Operations and Real-Time Enterprise Decision-Making in 2026
By Rishi KhannaWhy Physical AI Agents Are Becoming the Next Competitive Advantage for Enterprise Leaders For the last three years, artificial intelligence conversations have largely centered... Read More
AI Rapid Prototyping Pods in 2026: The Operating Model Powering AI-Native Organizations
By Rishi KhannaEvery week, I speak with founders, product leaders, and technology executives who tell me a similar story. "We're moving fast with AI. Our teams... Read More
Traditional Software Delivery Models Are Now Obsolete
By Rishi KhannaTraditional software delivery models were built for a different era. An era where requirements stayed relatively stable for months. Where software releases followed quarterly... Read More
The 3 Questions Every CIO Must Ask Before Signing Another AI Contract
By Rishi KhannaAI procurement has shifted from experimentation to executive accountability. Boards are demanding faster deployment. Employees are bringing unapproved AI tools into workflows. Vendors are... Read More
“An AI Agent Just Destroyed Our Production Data.” When AI Goes Wrong in Public And Confesses. What Does This Incident Reveal?
By Rishi KhannaThe Moment That Exposed a Bigger Problem A recent incident circulating widely on social platforms highlighted something many leaders are quietly dealing with but... Read More
AI Policy in 2026: The Missing Link Between AI Ambition and Execution
By Rishi KhannaThe uncomfortable truth about AI adoption Nearly 70% of organizations report piloting AI, but fewer than 20% have scaled it across the enterprise, according... Read More
AI-Native Marketing Is Here. It’s Not the Next Destination.
By Rishi KhannaThe Shift Most Leaders Are Missing Marketing is not evolving. It is being rebuilt. For the past decade, marketing leaders optimized channels, improved conversion rates,... Read More
AI Native Enterprise Transformation: From Experimentation to Scalable Impact in 2026
By Rishi KhannaAI has Moved Past Experimentation Most companies are using tools, running pilots, and seeing early productivity gains. Yet there is a visible gap between... Read More
Anthropic Mythos AI Explained: What Enterprises Must Know About the Next Wave of Autonomous Intelligence
By Rishi KhannaHow Anthropic’s Mythos has Dramatically Improved the Frontier Model A new class of AI systems is emerging. They are no longer limited to generating... Read More
Rebuild Your Business Operating Model for AI: A CEO’s Guide to AI Transformation
By Rishi KhannaWhy Most AI Strategies Fail Before They Scale Artificial intelligence has moved from experimentation to expectation. Nearly every enterprise has deployed AI in some... Read More
The Rise of the Fractional Product Manager in the AI Era
By Rishi KhannaWhy Modern Product Leadership Is Moving from Full-Time to Outcome-Based Models Product development has changed faster in the last three years than in the... Read More
What Makes India a Preferred Destination for Software Development, Innovation, and AI in 2026?
By Rishi KhannaIndia software development outsourcing in 2026 is no longer about labor arbitrage. It is about capability density, AI engineering depth, digital product velocity,... Read More
Vibe Coding Your Own CRM With AI. When It Works, When It Fails, and What Leaders Should Know
By Rishi KhannaThe rise of AI coding assistants changed how software gets built. Engineers write less manual code. Product teams prototype faster. Founders experiment with... Read More
How Relevant Is the Chief AI Officer? CAIO as Change Agent Orchestrating AI Across Strategy, Operations, and Culture
By Rishi KhannaHow Relevant Is the Chief AI Officer in the AI Era? Over the past few years, artificial intelligence has shifted from isolated experimentation to... Read More
Why AI Rewards Understanding and Punishes Poor Execution
By Rishi KhannaEvery leader has faced it. You identify a critical challenge, you outline what success looks like, you imagine outcomes powered by artificial intelligence... Read More
Why We Are Bullish on Grassroots Entrepreneurs in the AI Agent Era
By Rishi KhannaA major shift is underway in how companies form, scale, and create value. Artificial intelligence has moved from experimentation into execution. The biggest... Read More
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