Scaling Economically Viable AI at Enterprise Scale From Pilots to Production

Recorded February 19, 2026

Key Highlights

• A reality check on real-world enterprise AI adoption (02:30)
• What does scaling at breakneck speed actually take (10:03)
• Tariffs hit AI hardware — what it means for your 2026 procurement plan (11:49)
• You're paying for compute you're not using — critical utilization metrics teams should track (19:34)
• Build, buy, or hybrid: the infrastructure decision every enterprise is getting wrong (32:07)
• Your GPU cluster fails every 2 hours at scale — what you need to fix it (54:12)

• Biggest enterprise adoption myths and developments to keep an eye on (57:54)