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From PoC to Production: How Lenovo Turns AI into Enterprise Impact
Manage episode 505583227 series 3321523
Content provided by Intel Corporation. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Intel Corporation or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Turning AI from promising experiments into billion-dollar business value requires more than powerful hardware—it takes strategy, scalability, and responsibility. In this episode, David Ellison, Chief Data Scientist & Director of AI Engineering at Lenovo, shares how the company’s AI Discover Center of Excellence has generated more than $1 billion in revenue by moving beyond proofs of concept to enterprise-scale deployments.
David breaks down why CPU-based inferencing is becoming a cost-efficient alternative to GPUs, how innovations like Intel’s AMX, AVX, and OpenVINO toolkit are reshaping performance, and what enterprises can learn from real-world applications—from NASCAR’s Smart Pit Box to logistics at USPS.
The conversation also explores responsible AI practices, offering guidance for C-suite leaders balancing performance, cost, and trust. Looking ahread, David shares where CPU-based AI inferencing is poised to make the biggest impact in the next few years.
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Manage episode 505583227 series 3321523
Content provided by Intel Corporation. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Intel Corporation or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Turning AI from promising experiments into billion-dollar business value requires more than powerful hardware—it takes strategy, scalability, and responsibility. In this episode, David Ellison, Chief Data Scientist & Director of AI Engineering at Lenovo, shares how the company’s AI Discover Center of Excellence has generated more than $1 billion in revenue by moving beyond proofs of concept to enterprise-scale deployments.
David breaks down why CPU-based inferencing is becoming a cost-efficient alternative to GPUs, how innovations like Intel’s AMX, AVX, and OpenVINO toolkit are reshaping performance, and what enterprises can learn from real-world applications—from NASCAR’s Smart Pit Box to logistics at USPS.
The conversation also explores responsible AI practices, offering guidance for C-suite leaders balancing performance, cost, and trust. Looking ahread, David shares where CPU-based AI inferencing is poised to make the biggest impact in the next few years.
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Similar to Intel on AI
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