Smarter models are no longer the barrier to deploying AI for real problems in enterprise - context is. Your AI is smart enough to be a teammate, it just doesn’t know what it means to do a good job. I’m excited to be supporting Workfabric AI led by Rohan N. Murty and George Nychis!

Not theory. Not abstract AI advice. Production. These are real lessons from a live Fortune 500 retailer deployment last year, and they explain why we built ContextFabric. The durable enterprise AI moat is context derived from execution traces of how teams actually work - the

How much context is there really inside the enterprise? The largest 2000 companies generate 50+ trillion digital work experiences per year. After deploying real agentic workflows inside multiple Fortune 500 companies, one fact became clear: we are underestimating how much

AI agents need a harness that safeguards execution, aligns with how teams work, and evolves over time As we started building production agents for Fortune 500 companies, one thing became impossible to ignore: success has very little to do with squeezing more text into the

Most productivity problems are social, not personal. That’s why AI is shifting from single-player to multi-player. Read Rohan N. Murty's article for IndiaToday, in their latest issue on themes for AI. After working with Fortune 500 teams deploying real AI agents, we've learned

What can Cursor and Granola teach us about sales onboarding? At a Fortune 500 enterprise software company, we cut sales onboarding time in half by applying the same idea they use: capture intelligence from how teams actually work. Our point is simply this: humans, not

Cognizant earnings call today :) hat tip to the hardest workers on earth Workfabric AI

Workfabric AI and Context Engineering are now being discussed on earnings calls! On Cognizant's (strong) Q4 earnings call, Ravi Kumar S (CEO, Cognizant) spoke about Context Engineering as a strategic focus and named WorkFabric AI as the platform partner behind it. This builds

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New in Harvard Business Review - from our founder Rohan N. Murty and Cognizant CEO Ravi Kumar S: Context is Your Competitive Advantage. The core insight from actual measurements in enterprises - when every company has access to the same AI models and platforms, the only

Excited to share our latest Harvard Business Review co-authored with Workfabric AI Co-founder Rohan Murty on why context is the true competitive advantage in the age of AI. We partner with Workfabric AI on this pioneering work of Context Engineering. We present that AI must be grounded in

If you and your closest competitor use the same AI models, the same platforms, and the same tools then what exactly is your edge? This is the question Ravi Kumar S (CEO, Cognizant ) and I set out to answer in our new Harvard Business Review article. We answer this question with data.

Fireside Chat at #NTLF26 saw Rohan N. Murty, Founder, Workfabric AI, in conversation hosted by Ajay Vij, Senior Country Managing Director, Accenture, explore whether AI truly understands how work happens inside enterprises.