Paid usage + durable workloads
Cloud growth, backlog, utilization, renewal and workload expansion.
AI MARKET INTELLIGENCE
AI capital is becoming
physical.
Track the chain from demand to accelerators, networks, facilities and power—then separate operating evidence from price narrative.
REVIEWED SEP 06, 2026PRACTITIONER-LED
CAPITAL→CHIPS→NETWORK→DATA CENTER→POWER
AI MARKET INTELLIGENCE
Follow the operating evidence behind the narrative.
The full bottleneck chain
Accelerators, networking, memory, power, cooling, construction and permitting.
Value capture
Serving cost, pricing, margins, depreciation and outcome economics.
Who funds the buildout?
Capex, financing, utilization timelines and return durability.
Execution versus expectations
Competition, dependency, regulation, reliability and concentration.
CURRENT INFRASTRUCTURE SIGNAL
$89.0BNVIDIA DATA CENTER REVENUE · FISCAL Q2 2027
NVIDIA reported Data Center revenue up 117% year over year for the quarter ended July 26, 2026. That is strong evidence of infrastructure demand—but it does not by itself prove utilization, returns or the economics of every layer in the AI buildout.
Primary source ↗EVIDENCE WORKFLOW
01State the claim→02Find the operating metric→03Check the source→04Model scenarios