Monetizing Agentic AI

The era of paying for software seats is ending. The era of paying for work has begun. Most companies have no idea how to price it.

In early 2026, roughly $1 trillion in market value drained out of software stocks in a single month. The verdict was structural: when AI agents can do the work themselves, the per-seat model that built the $300 billion SaaS industry stops making sense. What replaces it is a new financial species .

Monetizing Agentic AI is the practical, numbers-first guide to pricing, packaging, and operationalizing this new model. Written by the team at Monetizely, the pricing consultancy behind Price to Scale that has advised the biggest names in SaaS, it cuts through the LinkedIn hot takes and VC memos with P&L-level analysis and real pricing teardowns.

Inside you will learn:

• Why agentic economics beat SaaS economics, line by line through the P&L
• How Abridge, Harvey AI, and EvenUp price agents that replace labor, including how Harvey produces $1,500 of output for every $1 of compute
• Why the harness, not the model, is the moat, and what 512,000 leaked lines of Claude Code revealed about where differentiation really lives
• The updated Five-Step Pricing Framework plus the Agentic Monetization Spectrum (AMS), a fast method for picking the right pricing metric
• Pricing teardowns of Cursor, Devin, Harvey, Sierra, and 11x: who got packaging right and who fumbled it
• The conversion playbook for services firms and agencies moving from time-and-materials to output and outcome pricing
• The "Hail Mary" playbook for rearchitecting an existing SaaS company's business model before the market does it for you
• Monetization Engineering: the seven-layer stack (CPQ, entitlements, metering, rating, billing, revenue recognition, ERP) you need to actually bill for agents

Whether you run a SaaS company staring down this transition, are building an agentic AI product, lead a services firm or agency, or set pricing for a living, this book gives you the frameworks, the numbers, and the playbooks to capture the value your agents create.

The agentic economy is being born. Learn how to Monetize it.