USE CASES

Pricing workflows for AI products with real operating variance.

Choose the commercial problem that matches your product. Each page connects the economic mechanism to the p90 workflow and the evidence the team can review.

AI SaaS pricing

Set a defensible floor, design tier boundaries, and review the margin impact of real product behavior.

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AI cost monitoring

Connect product telemetry, provider data, and revenue so cost drivers are visible before they become a margin issue.

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Agentic AI pricing

Price variable agent workflows without hiding retries, tool calls, context growth, or long-running execution inside an arbitrary subscription.

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RAG pricing

Understand how retrieval volume, context assembly, and document complexity change the cost of a RAG product before packaging it.

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Enterprise AI deal economics

Test workload, concurrency, SLA, and growth assumptions before committing to an enterprise contract.

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Outcome-based AI pricing

Assess whether an AI product has enough evidence to price a measurable result rather than an internal technical meter.

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The same workspace can support multiple products under one organization. Start with the product whose pricing decision needs the clearest evidence.

Connect a product