After a decade of best-of-breed sprawl, CIOs are consolidating spend at a pace not seen since the cloud migration — reshaping venture math and go-to-market playbooks.
Direct lenders now underwrite ARR the way banks once underwrote EBITDA. The term sheets tell the story.
Legal and security teams have quietly rewritten the checklist that kept open models out of production stacks.
Search funds and operator-led rollups are outbidding PE in the $5–50M bracket — with better stories and cheaper debt.
Another order-of-magnitude drop in token prices is quietly re-pricing every AI product roadmap — and resetting the build-versus-buy math for everyone downstream.
Public benchmarks have decoupled from production performance. Enterprises are building private evals — and keeping them secret.
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The winners are rewriting for citations and answer engines, not blue links.
A new cohort is trading headcount for tooling — and rewriting the seed pitch in the process.
Forty vendors, four architectures, one procurement checklist. What actually matters when the demos all look the same.
After a decade of best-of-breed sprawl, CIOs are consolidating spend at a pace not seen since the cloud migration — reshaping venture math and go-to-market playbooks.
Legal and security teams have quietly rewritten the checklist that kept open models out of production stacks.
The winners are rewriting for citations and answer engines, not blue links.
Tax abatements, water rights and two-gigawatt campuses: local politics is the new site-selection moat.
Inside the automation playbook finance teams are actually shipping this year.
Residency, exit clauses and audit rights — what procurement teams miss.
What treasury teams should demand from payout infrastructure in 2026.
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