Run 001 / Five channels, one clock
Your AI has read the entire internet.It has never watched anyone work.
Ultro Labs runs real experiments in the real world and records what happens, in every modality. You own every frame.
- Frames
- 54,000
- Channels
- 5 / 5
- Clock drift
- 0 ms
- Custody
- Unbroken
Registered to one clock. Delivered to one owner.
The cascade
The web is eating itself.
Every model on the market trained on the same scraped internet. That internet is now filling with the output of those same models, published faster than any population of humans can write.
The next generation trains on the last generation's exhaust, and measured quality falls with each pass. Researchers proved it and named it model collapse. A NASA scientist saw the same cascade coming in orbit, fifty years ago.
- 1957
Sputnik 1 launches. One tracked object in orbit.
- 1980
Approximately 5,000 tracked objects in orbit.
ESA Space Debris Office
- 2009
Iridium 33 and Cosmos 2251 collide, the first accidental collision between two intact satellites. The debris spreads, and some of it will still be up there in a century.
- 2024
Approximately 40,500 tracked objects. The count has never gone down.
ESA Space Debris Office
- 2026
Up to 90% of content online could be synthetic. That is a prediction, not a measurement, and it is the same shape of curve.
N. Schick, 2020
- RUN 001
One clean line still gets through: a single run, instrumented and recorded on purpose, cutting straight across the field.
There is no cleanup coming. There is only clean supply.
What we do
We manufacture ground truth.
You tell us the process that matters. We design the experiment, stage the scenario or instrument your live operation, and put real people in it. Then we record everything: video, audio, screen, keystroke, sensor, document, transcript. Synchronized on one clock. Labeled, consented, chain of custody intact from capture to delivery. You receive the only copy.
- Condition matrix01
Design
We turn your process into a runnable experiment: defined conditions, measured outcomes, and the edge cases worth forcing on purpose.
- Four sites, running02
Run
Trained operators execute in the field: on screens, on calls, on floors, on roads.
- Five lanes, one clock03
Capture
Every modality on one clock, with full provenance down to the device.
- Sealed record04
Deliver
A documented dataset with its datasheet, ready for training, evals, or RL. Yours alone.
The agent gap
Agents do not need more text. They need demonstrations.
An agent that files a purchase order has to learn a hundred small judgment calls no manual writes down: which vendor gets the benefit of the doubt, when a quantity looks wrong, when to stop and ask a person instead of guessing.
The record of an operator pausing before they click approve does not exist anywhere. It was never written. It was never posted. It happens once, on one screen, and then it is gone, unless a recorder was running.
That recording is what turns a language model into something that can do the job, not just describe it.
Why own it
The model is rented. The data is the moat.
Your model and your competitor's model come from the same menu. What cannot be ordered is a corpus of your own operation.
Evals you can trust.
A benchmark built from your own process catches the failure that matters to you, not the one a public leaderboard rewards.
Post-training fuel.
Fine-tuning and RL both run on demonstrations of the actual task. Yours are the only demonstrations of your task in existence.
Drift insurance.
Your process changes every quarter. A dataset you can refresh on your own schedule means the model never quietly falls behind the work.
A compounding asset.
A model license expires at the end of the term. A dataset you own does not. It sits on the balance sheet and gets more valuable as the open supply gets worse.
Who we run for
Two buyers, one supply chain.
Post-training data from real work. RL environments grounded in actual operations. Frontier evals that exist in no training set on earth.
Your processes, captured and owned by you, before an agent vendor learns them from somebody else.
The web is a debris field, and the winners will manufacture their own ground truth.
On the record
What backs the claim.
No testimonials to point to yet: Run 001 is still the only engagement on the record. So here is what's guaranteed on every run instead.
You receive the only copy of every dataset. No shared license, no retraining rights held back.
Video, audio, screen, keystroke, and sensor, aligned to a single master clock.
Captured, labeled, and consented end to end, with provenance down to the device.
The rig, the method, and thirty minutes of real synchronized data, published in full.
Open the sample