AI is transforming industries, and on-prem solutions are emerging as a strategic advantage. Businesses are shifting AI workloads in-house to gain speed, efficiency, and full data control—while sidestepping the escalating costs of cloud services.
In this TECH Talk episode, DataEndure’s CTO Shahin Pirooz and CMO Kirstin Burke discuss how organizations can harness AI appliances and private cloud systems to enhance productivity, ensure compliance, and maximize performance.
00:00 Introduction
00:52 AI’s Market Boom: The Numbers Speak
01:46 The Shift to On-Prem AI: Cost Concerns & Practicality
03:38 Making the Right AI Infrastructure Choice
05:00 Four Pillars of AI Deployment Strategy
07:01 Workload Characteristics: Training vs. Inference
08:54 The Infrastructure Cost Equation
10:10 The Hidden Costs: Operations & Maintenance
12:23 The Personnel Challenge
14:43 AI Security & Compliance
16:45 The Cloud vs. On-Prem Tradeoff
20:12 AI Adoption Roadmap
22:53 Avoiding Common AI Deployment Pitfalls
24:50 AI as an Equalizer
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