Topic

AI capacity procurement

Every THE D[AI]LY BRIEF article on AI capacity procurement — enterprise AI analysis, benchmarks, vendor comparisons, and ROI frameworks for technology and business leaders. Updated as new coverage publishes.

AI capacity procurement

AWS Gets Paid to Buy. Don't Lock Your Instance Family.

Qualcomm's press release called it a collaboration; its 8-K disclosed a warrant on 25,000,000 shares at $161.26 that vests as Amazon places binding purchase orders, up to $60 billion, through 2036. The silicon is already in production and AWS has announced no instance type, which makes contract language the only lever you hold this quarter.

September 8, 2026 · 15 min read
GPU hour pricing

GPU Hour Pricing: A $3.44 Rate Cost $68.80 to Use

Sixty-four B200s cost between $1.93M and $9.03M for a year depending only on how you buy them. But at the 5% GPU utilisation Cast AI measured across 23,000 production clusters, a committed $3.44/hr rate bills out at $68.80 per useful GPU-hour — and the break-even duty cycle is 48%.

September 8, 2026 · 17 min read
Equinix

Equinix Set a Date, Not a Price. Cap Your Commit Term.

Equinix Inference Exchange arrives Q1 2027 with 200+ open models, two tenancy modes and no disclosed price. Your token-API commitments already clear that date; your GPU and colo deals do not. Cap the term or attach a re-price trigger.

September 3, 2026 · 11 min read
AI capacity procurement

Microsoft's GPUs Sit Unplugged. Buy Delivery, Not Capex.

A Guardian investigation put a measured number on the gap between Microsoft's announced AI capacity and its installed accelerators. Azure's own documentation already says a PTU reservation guarantees you a price, not capacity — which is why a capacity clause has to name region, SKU, quantity, delivery date and remedy.

August 17, 2026 · 13 min read