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PE Pricing Diligence: The Licensing-Metric Question Buyers Keep Missing
Most PE pricing diligence sizes the price level. The recapture lever sits one layer up, on...
When usage-based pricing backfires: a field guide to AI metering gone wrong
A field guide to the AI pricing models that backfired, why they failed, and what the...
Variable AI pricing suppresses the exploration vendors need: the lesson from Uber’s token blowout
Uber’s COO disclosed an AI token blowout. The real lesson: variable pricing suppresses the exploration AI...
How to Evaluate a Pricing Consultant for B2B Software
Five questions separate methodology depth from proposal polish when evaluating pricing consultants for B2B software.
Hard caps vs budget alerts: architecting AI cost controls for production workloads
A dev-environment loop turned $11/month into $7,153 in eight days. Why platform hard caps are the...
GitHub Copilot Pricing Change Reveals the 5-Position AI Pricing Spectrum
GitHub Copilot’s pricing change to token-based AI Credits on June 1, 2026 sits at one of...
Margin-Calibrated Discounting: The Pricing Surface Software Should Have Inherited
Tier-step volume discounting solved real problems in manufacturing. Software inherited the staircase but lost the rationale....
Agentic AI Pricing Strategy: The Metric Decision Upstream
The agentic AI pricing conversation is debating wrappers again. The decision upstream is what unit of...
Pricing Consultant RFP: Wrong Questions, Right Approach
Standard RFP criteria select the wrong pricing consultants — experience portfolios and cost comparisons optimize for...
Continuous Monetization: The B2B Software Pricing Discipline | SPP
Continuous Monetization treats pricing as product development: every decision a hypothesis vetted against real transactions. One-shot...