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UsageTap resources

Build sustainable usage economics from the start.

Explore practical guides, calculators, implementation references, and open-source prompt tools for building sustainable AI and API products.

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Popular tools and guides

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01

The AI pricing shift

Why AI products are moving beyond seats and how to choose a model that scales with value.

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Forecast your LLM spend

Turn current provider usage into a practical forecast before cost surprises reach production.

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Usage plan simulator

Model allowances, overages, margins, and customer bills before you publish a plan.

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Design the model

Usage pricing

Move from pricing theory to a plan your customers can understand and your margins can support.

AI pricing strategies video seriesWatch practical guidance on trials, outcomes, PAYG controls, and transparent AI pricing.AI cost savings video seriesWatch developer-focused techniques for protecting inference margin without weakening the product.Usage plan simulatorStress-test plan economics with your own assumptions.

Implement the system

Build with UsageTap

References and practical patterns for metering human and agent-driven product usage.

LLM integration referenceSDK patterns, examples, and integration guidance.Monetize applicationsMeter product value and send accurate usage to billing.Monetize agentic API callsPrice and control autonomous, machine-speed traffic.

Control prompt cost

Prompt management

Use UsageTap Compress, then explore the open-source projects and introductory material behind our prompt work.

UsageTap CompressTry the standalone compression API, estimate savings, and review integration options.PromptOpsKitVersion, test, and operate prompts with an open-source toolkit.Prompt compression introductionA concise video introduction to prompt compression.PromptCompression on GitHubExplore the original prompt compression project and code.

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