Research notes RSS
What changed in AI spend, and what to review next.
Source-backed notes on software and AI budget decisions, written to be useful before your next renewal — not to generate clicks.
How to audit AI tool spend in 30 minutes without integrations
A practical 30-minute first-pass audit for AI subscriptions: inventory cost, usage, overlap, owners, evidence, and renewals without connecting every vendor.
Your AI software bill is no longer just a seat count
AI software pricing increasingly mixes seats, credits, overages, and embedded add-ons. Here is how to reconstruct the real monthly exposure before renewal.
Shadow AI spend is becoming a renewal problem, not just a security problem
Employee-card AI purchases become recurring software commitments. Here is how to find the tools, assign owners, and review them before renewal.
See what a free audit surfaces in your own stack — pricing traps, overlap, and unowned renewals. Run the free audit →