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From AI pilots to enterprise intelligence: Why Systemic AI will define the next decade

As artificial intelligence moves from experimentation to enterprise-wide adoption, organisations are discovering that successful AI transformation requires far more than deploying powerful models or launching isolated pilots. It demands a connected architecture, AI-ready data, strong governance, and a relentless focus on business outcomes. In an interaction with Express Computer, Sayandeb Banerjee, Co-Founder & CEO, MathCo, reflects on the company’s decade-long journey from an analytics startup to a global Enterprise AI partner. He discusses why enterprises must embrace “Systemic AI,” the growing importance of owning enterprise intelligence and intellectual property, the metrics that truly define AI success, and how business leaders can prepare for the next era of decision intelligence.

MathCohas completed a decade-long journey from being an analytics-focused startup to becoming a global Enterprise AI partner. Looking back, what have been the defining milestones, strategic pivots, and lessons that shaped this transformation?

When people say, “it’s been a...

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AI’s Next Trick? Speaking Dolphin

Large language models are already communicating with humans in dozens of languages everyday. Turns out it may not be a stretch to use them to talk with dolphins, too. That’s the premise of research by Denise Herzing, the founder and director of the Wild Dolphin Project. Herzing first began

OpenAI president says AI could make death a choice, predicts major medical breakthroughs within 18 months

Serving tech enthusiasts for over 25 years. TechSpot means tech analysis and advice you can trust. WTF?! We're still waiting for AI to cure cancer, not to mention the many other things we were promised it would bring. But OpenAI co-founder and president Greg Brockman is boldly confident

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Sources: Micron suspends construction of its $3B to $4.5B Fab 11E facility in Taiwan, set for 2028, due to mounting uncertainties over a local labor dispute

Featured Podcasts Training Data: Bringing Continual Learning to Every Company: Trajectory's Ronak Malde Sequoia Capital partners host conversations with leading AI builders and researchers to develop a deeper understanding of the evolving technologies and their implications. Subscribe to Training Data. Big Technology Podcast: Will the Democrats' Big

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Agility is the first pure humanoid robot company on the stock market. Are you buying?

Almost a year ago to the day, Figure AI CEO Colby Adcock responded to some gentle social media taunting from rival robotics company Agility with a prediction: “You’ll be bankrupt in <12 months.” Instead, Agility is going public through a reverse-merger that will see it become a publicly-traded

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AI’s Next Trick? Speaking Dolphin

OpenAI president says AI could make death a choice, predicts major medical breakthroughs within 18 months

Sources: Micron suspends construction of its $3B to $4.5B Fab 11E facility in Taiwan, set for 2028, due to mounting uncertainties over a local labor dispute

Agility is the first pure humanoid robot company on the stock market. Are you buying?