Akmon labels your training data, approves your model’s outputs before they go out and reports how accurate it really is. 99%+ accuracy, guaranteed.
Brief one ops lead in the morning. The team is working by the afternoon.








Clients include Wayfair and startups backed by Y Combinator, Pear VC and Neo.
A dedicated team trained on your documentation labels to your schema. Every label passes multiple QA checks before it lands in your bucket. Under 99% accurate, we redo it at no cost.
Priced on completed, QA-passed work. Delivered in your format, to your bucket, with the QA report. Staffing, training and scaling are our problem.
Their previous vendor could not hold accuracy at production standard.






“The data is consistently accurate, and the team is extremely professional. We’re impressed by how seriously the team approaches accuracy.”
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. Around the clock, in your stack, on your model.
Nothing executes without a human decision.
You set the threshold. The model routes the rest to us.
Your customers see full accuracy while the model ramps.
Every reviewer, in real time.
Your queue, with dashboards, QA and agreement stats you did not have before.
We move the work off your BPO with no gap in coverage.
A model on the routine work, our people approving the rest. Wayfair did this in under a month.
Priced on completed, QA-passed work. No headcount contracts.
Wayfair’s logistics arm had a live queue that needed a correct decision on every item. Akmon deployed a fine-tuned model with a reviewer approving every output before it went out. The program has since expanded.
“We tried out other outside solutions but none of them could deliver the same accuracy and speed. Building our own internal solution would have taken months and hundreds of thousands of dollars.”
“We tried a software-only provider before, but they were not able to process live files after months of trying to get onboarded. We were onboarded within a month, and they cover all the use cases we need.”
Akmon’s 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.
How right it is today, and how it fails.
Every version and a live production sample, graded against the same rubric. Regressions flagged.
Captured to your task spec. Every run flows into the annotation pipeline above or lands raw in your bucket.
Each one captured while running a real business. Licensed non-exclusively. Custom datasets to your spec are built the same way.
380,000 chats between prospective patients, reps and surgeons.
6 years of our own sales activity, every rep action recorded.
1,000+ bookings across Airbnb and VRBO, including the threads that moved off platform.
1.1M+ messages a month of real escalations, handoffs and closes.
“Good, reliable people with very little mental overhead. The quality is amazing for the price.”
“They were able to setup a team of 30 for me over the weekend.”
Tell us what you are working on. We start within hours of kickoff.