A Zendesk seat costs $89/month regardless of whether the agent resolves 10 tickets or 100. The company makes the same revenue either way. In Work-as-a-Service, you pay $1.50 per resolved ticket. If the AI agent resolves 1,000 tickets, the cost is $1,500 — and no human agent was needed.
This changes the economics completely. The customer pays less per unit of work. The provider earns more total revenue if they can scale volume. But the provider also bears the compute cost — every resolved ticket requires inference compute. This is the Agentic Accounting problem: AI inference becomes Cost of Goods Sold.
Success Credits: Companies buy credits that are consumed when outcomes are delivered. Salesforce Agentforce uses this model — customers purchase "agent conversations" in blocks. The value is tied to resolution, not access.
Outcome-Based Pricing: Price is tied directly to measurable outcomes — $X per qualified lead, per resolved ticket, per generated report. This requires robust measurement infrastructure and creates a new category of "outcome verification" tools.
Consumption-Based (Hybrid): Base platform fee plus per-action charges. Similar to Snowflake's compute credits model. Predictable base revenue with upside from agent activity volume.
Winners are companies that can own the outcome measurement layer: if you can prove the agent resolved the ticket, generated the lead, or completed the analysis, you can charge per outcome. This favors verticals with clear success metrics over horizontal tools with ambiguous value.
Platforms that become the runtime for work — where agents execute, state is managed, and outcomes are tracked — capture the infrastructure tax. This connects to the Cloudflare Toll Booth thesis: whoever provides the agent execution layer collects revenue on every outcome.
Work-as-a-Service is the logical conclusion of the SaaSpocalypse thesis. SaaS dies not because software disappears — but because the business model shifts from access to outcomes. Companies that make this transition survive. Companies that cling to per-seat pricing become the terminal category in the ABR Framework.
SaaSpocalypse →Agentic Accounting →Cloudflare Toll Booth →ABR Framework →