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The State of Enterprise AI Adoption 2025
Surveying 2,400 engineering and procurement leads across Fortune 1000 companies, this report maps where AI tooling spend is concentrating — and which vendor claims withstand independent benchmarking.
"78% of CTO respondents flagged vendor benchmark inflation as their #1 procurement risk entering 2025."
Read One Now →Infrastructure Costs Are Falling Faster Than Forecasts
Our Q4 2025 Cloud Infrastructure Benchmark tracked 60 enterprise deployments across AWS, GCP, and Azure. Median per-unit compute cost dropped 34% YoY — outpacing Gartner's 18% projection by nearly 2×.
Cost reduction YoY
Outpaced forecasts
"Engineering teams that renegotiated contracts mid-cycle saved an average of $2.1M annually versus those who waited for renewal."
Read One Now →Per-unit compute cost
vs. Gartner's 18% projection
87% Executive Readership
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Read by the People Making the Calls
IntelVault's readership isn't accidental. Reports are distributed through engineering Slack communities, CTO newsletters, and procurement association briefings. When a finding lands here, it lands in the room where the budget decision happens.
"I forwarded the vendor benchmark report to three colleagues before I finished reading it. The data is dense enough to anchor a board slide without additional sourcing."
David Mercer
VP Engineering, Meridian Systems
"Only 31% of enterprise SaaS vendors' published benchmarks held up under independent replication. Procurement teams with access to this data saved an average of $840K per procurement cycle."
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