Pilot inquiries open
Measure one AI workload with AIYVO
AIYVO is accepting pilot-interest inquiries from teams who want to measure one real AI workload. A pilot answers one question with your own data: what each successful result costs on each model and provider you use, and what evidence that answer rests on.
Who it suits
- Teams running one workload on more than one model or provider, or deciding whether to switch.
- Teams with a usage export or gateway log that records tokens, cost and an outcome per request or per task.
- Teams with a success check they already trust: a test passed, a field extracted, a reviewer’s acceptance.
What you would share
Usage metadata only: timestamp, provider, model, token counts, reported cost, outcome and, if you have them, latency and task type. The analyzer refuses files with prompt, response, personal-data or credential columns. How a pilot runs, including where the analysis happens, is agreed with you before any data is shared.
What you would get
- Cost per successful request, or per completed task when your rows are tasks, for each provider and model.
- Success rate, latency and data coverage, with the numerator, denominator and source behind every figure.
- Reported cost compared with a list-price estimate, where your export carries the token detail it needs.
- A list of what was withheld and why, and SHA-256 fingerprints of every input and output.
You can see the same report on synthetic data in the step-by-step walkthrough.
What a pilot is not
AIYVO does not call your providers and does not verify provider billing, and it makes no claim of savings. Routing between providers and spend governance are planned, not available; the planned-platform simulation shows the intent on synthetic data.
How to inquire
Email jorge@aiyvo.com with your name, company, role and the one workload you would measure. You will get a reply about whether a pilot fits. An inquiry creates no account, subscription or commitment, and does not guarantee a pilot.