Built on industry benchmarks and published figures
Ten figures from Ramp, Datadog, RouteLLM, OpenAI, Zylo and others. Each links to its source.
- Spend per person$11.95median AI spend per employee, a monthRamp AI Index, Aug 2026
- Savings floor12%of monthly AI spend an average business finds it can saveRamp, Jul 2026
- Caching28%of AI calls use a cacheDatadog, Mar 2026
- Routing35–85%cheaper when simple work goes to a smaller modelRouteLLM, Jul 2024
- Batch50%off the price of work that can wait, in batchOpenAI batch pricing, 2026
- Seats36%of software licenses go unusedZylo, Jan 2026
- Coding tools$150–250Claude Code per developer, a monthAnthropic, Sep 2026
- Support45%of support tickets an AI agent resolvesDevRev, read Sep 2026
- Support price$0.99per resolution, list priceIntercom Fin, Sep 2026
- Support price$2per conversation, list priceSalesforce Agentforce, May 2025
- Eight checks make the scoreSeven practices, and coding tools per engineer. Pass 60% or more: strong. A third or more: about average.
- Savings are a low and a high estimateLow: the 12% an average business finds. High: every change you have not made, cut by 20%.
- Your records replace the estimateConnect one read-only source, free. Valistry measures each line from your own bills.