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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