Thinking on Paper - Quantum Computing, AI and Space Technology Conversations Why Two-Thirds of Data Centers Fail (And How AI Fixes It)
Jan 22, 2026
The conversation dives into the staggering truth that two-thirds of data center outages are due to human error, often from simple mistakes like flipping the wrong switch. Shapol reveals how AI can automate operations, changing this narrative. He discusses the innovative use of VR for training engineers without risk and the challenges of outdated processes. Excitingly, he also shares visions of space-based data centers and the future roles of humans in an increasingly autonomous world. It's a fascinating peek into technology’s promise!
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Human Error Causes Most Outages
- Two-thirds of data center outages stem from human error, typically someone switching the wrong breaker.
- Entangl maps every circuit and directs engineers to the exact steps to avoid those mistakes.
Integrate With Building Monitoring
- Integrate AI with the building monitoring system (BMS) to spot impending failures in real time.
- Use those alerts to generate exact work instructions that prevent downtime before it happens.
Automate Procedure Generation
- Automatically generate and keep procedures updated from the actual design and asset changes.
- Detect new assets (like a generator) and update drawings and procedures immediately to avoid stale docs.