Akmon Information

Akmon is human-in-the-loop as a service for teams building AI. We do three things, and we are live within hours of kickoff. TRAIN IT. A dedicated team trained on your documentation labels your data to your schema: detection and segmentation, transcription and diarization, preference data with written rationales, golden sets and rubrics, and verification of your labels or your model's. Every label passes multiple QA checks before it lands in your bucket, in your format, with the QA report. Guaranteed 99%+ accurate. Under that, we redo it at no cost. RUN IT. Your model is right most of the time, and the times it is wrong reach a customer. Akmon puts a trained person between the model and the world: approval before action, low-confidence routing on a threshold you set, correction before the customer sees it, and reviewer dashboards in real time. Around the clock, in your stack, on your model. We handle 100,000+ outputs a day with capacity for more than a million. PROVE IT. Our reviewers grade your model against your rubric, before launch and after every release. Same people, same rubric, so the numbers stay comparable. You get a failure rate you can defend and a scorecard you can put in front of a customer or a board. We also capture data you cannot scrape, including egocentric video, teleoperation and synced video, audio and sensor streams, and we license datasets built while running real businesses. Brief one ops lead in the morning. The team is working by the afternoon. Priced on completed, QA-passed work, with no headcount contracts. Staffing, training and scaling are our problem. 1,000+ people deployed in human-in-the-loop ops. Clients include startups backed by Y Combinator, Pear VC and Neo.