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AI Leadership

Three AI Leadership Shifts That Move AI From Experiments to Results

Austin PM -
Big spending on AI tools won't pay off without real AI leadership shifts in how leaders think. Specifically, leaders must rethink how they fund AI, build teams, and assign...

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AI Leadership

Three AI Leadership Shifts That Move AI From Experiments to Results

Austin PM -
Big spending on AI tools won't pay off without real AI leadership shifts in how leaders think. Specifically, leaders must rethink how they fund...
AI Leadership

Four Things That Make AI Stick: A Guide to Institutionalizing AI

Austin PM -
Companies that escape the pilot trap aren't always those with the best data scientists or the fanciest models. Instead, they're the ones who focus...
AI Leadership

Why Even Digital Natives Struggle to Scale AI

Austin PM -
Many people assume that tech-native firms can skip the hard parts of AI deployment. After all, these companies have cloud-native systems built from the...
AI Leadership

How Shell Scaled AI Across the Enterprise

Austin PM -
Shell started its AI journey with a focused data science team set up in late 2013. Within a few years, dozens of ML projects...
AI Leadership

Project Thinking vs Capability Thinking: Why AI Capability Thinking Wins

Austin PM -
Most firms approach AI through a project lens. Define a problem. Build a fix. Deploy it and move on. This works for one-off wins....

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AI Leadership

Three AI Leadership Shifts That Move AI From Experiments to Results

Austin PM -
Big spending on AI tools won't pay off without real AI leadership shifts in how leaders think. Specifically, leaders must rethink how they fund AI, build teams, and assign...
AI Leadership

Four Things That Make AI Stick: A Guide to Institutionalizing AI

Austin PM -
Companies that escape the pilot trap aren't always those with the best data scientists or the fanciest models. Instead, they're the ones who focus...
AI Leadership

Why Even Digital Natives Struggle to Scale AI

Austin PM -
Many people assume that tech-native firms can skip the hard parts of AI deployment. After all, these companies have cloud-native systems built from the...
AI Leadership

How Shell Scaled AI Across the Enterprise

Austin PM -
Shell started its AI journey with a focused data science team set up in late 2013. Within a few years, dozens of ML projects...

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