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AI Business / AI Projects / AI Systems / Diversity / Intelligence Amplification / Teams July 30, 2021
READ MOREHere is my advice to CEOs about AI. Much of what you already know as a leader can be translated into the introduction of an AI “team member”. You know: How to build and manage teams The value of diverse teams for improved decision making and productivity The need for continuous and thoughtful team redesign, […]
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AI Business / AI Companies / AI Projects / AI Systems / Applied AI / Artificial Intelligence / ROI July 30, 2021
READ MOREI see it all the time. A brilliant and passionate team contacts me for advice or investment. They’ve conceptualized an amazing fully automated AI system that will (eventually) solve a customer’s problem. And it’s really hard to do and it’s going to be very expensive in terms of time and money but, the team is […]
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AI Business / AI Projects / Artificial Intelligence / Book / Machine Learning July 19, 2021
READ MOREWhat does it take to make an AI project successful? Considering their high failure rate, it’s a mistake to jump in too quickly without asking this question. I see success factors in four categories: Data, Domain knowledge, Technology, and Team. Most data scientists are taught disproportionately about technology, with little emphasis on the other three […]
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AI Business / AI in Medicine / Applied AI / Artificial Intelligence July 19, 2021
READ MOREIn my previous post I talked about how to identify the opportunities for AI to solve key operational challenges and deliver on organization goals. As I described there, a good place to start is by understanding the categories of AI and ML use cases. The first half-dozen categories were classification, prediction, optimization, robotics and control, […]
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Applied AI / Artificial Intelligence / Book / Decision Intelligence / Introductory July 9, 2021
READ MOREOn any given day, organizations of every type, size, and vertical face numerous operations and business process challenges. They’re looking for better, faster, cheaper: improved service, better products, more satisfied customers, and higher revenues. Increasingly, part of the answer is found in the application of AI to these challenges. Indeed, for some markets, AI is rapidly […]
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As I’ve explained in previous posts, many organizations are rushing to enter the AI fray, hiring teams of data scientists, coders, and project managers in the urgency to get into the game. But what many teams retain in terms of dedication and enthusiasm for AI projects, they often lack in understanding of the art of […]
