OrbDB Labs Information

Skeptical lets teams automate AI decisions at an error rate they set. Most AI in production automates less than it was meant to. A model makes a suggestion, a person checks it, and the queue is roughly as long as before, because nobody can say when or how often the model is wrong. Skeptical sits between your models and your reviewers. You set the error rate you are willing to accept; we clear the decisions that fall within it and route the remainder for human review, with a statistical guarantee that the error rate among cleared decisions stays at or below the level you chose. No retraining, no changes to your pipeline. We use the model's predicted scores and the decisions your reviewers made in the past, and that is enough. Try it on your own data at skeptical.io/automation-score. The Automation Score runs in your browser, and your file never leaves your machine. Skeptical was previously OrbDB Labs.