AI × Business × Money
Real experiments. Real businesses. Real numbers.
Ovriko runs structured experiments inside real businesses, then publishes the method, the full cost and the outcome. No projections, no vendor case studies, and no conclusions we have not measured ourselves.
Scope
Three questions, asked of real businesses rather than of a landing page.
Whether an AI system can actually do work a business currently pays for. Where it holds up, where it breaks, what it costs to run, and what it still needs a person for.
Which offers, prices and channels produce revenue, and which only produce activity. Measured against a threshold set before the test starts.
Cost, margin and payback measured in full, including setup time, supervision, and the hours that never make it into the spreadsheet.
Protocol
Every Ovriko experiment follows the same four steps. The threshold is set before the work begins, so the result cannot be rewritten afterwards.
A specific, falsifiable claim with a success threshold written down before anything is built or bought.
What changes, and what deliberately stays the same, so a result can be attributed rather than assumed.
Metrics, instrumentation and the cost model, fixed in advance. Numbers we cannot source do not get published.
The outcome against the threshold, published whether it passes or fails, with the method attached.
Setup is described with the same vocabulary every time, so two experiments can be read against each other. A finished experiment is judged on two independent axes - whether it met its threshold, and whether it stays in the business - and they are allowed to disagree. One that cannot support either says so rather than guessing.
Standard
An opinion is not a result. Ovriko separates the two on the page, every time.
Record
The full record, newest first. Every entry carries its method, its cost and its verdict.
The operating rules behind every Ovriko experiment - how a hypothesis is fixed before any money is spent, how cost and time are counted, what PASS, FAIL, KEEP and FIRE mean, and the things Ovriko will not publish at any price.
Real experiments. Real businesses. Real numbers.
See What Actually Works