We work with field service operators to capture what their technicians do all day, and how each job actually ends. We turn it into training data and RL environments for labs building models that have to act in the real world.
Get in touch →Models are good at things you can find on the internet. They are worse at things that happen in trucks, basements, and crawl spaces. The trajectories that would teach them are produced every day by people who fix things for a living. Almost none of it reaches a training pipeline.
Frontier models have worked through the clean public web. The next gains come from data the internet does not have, and trajectories with verified outcomes are scarce everywhere.
Every dispatched technician produces a richer trajectory than most academic datasets. The legal, technical, and operational work to actually license it has been too hard for either side to do alone.
We partner with field service operators to capture trajectories from live work. We clean, structure, and license what comes back. We deliver it to labs in the formats their training pipelines accept.
We work with field service companies to capture live trajectories from real jobs. Consent first. Compensated. Documented.
De-identify. Label. Normalize. Every datum has provenance and an audit trail a legal team can sign off on.
Corpora for pre-training and fine-tuning. Benchmarks for evaluation. RL environments built on real operational dynamics.
CoreSample only works if both ends of the pipeline win. Pick the page that fits.
If you’re training models that have to operate in the physical world, you’ve probably hit the wall on what the public internet can teach them. We’re building the layer underneath.
See what we offer labs →Every dispatched technician produces data AI companies will pay for. The reason you aren’t already selling it is because the legal and technical work has been impossible to do alone. We do it for you.
See how it works →Tell us what you’re working on and we’ll get back within a couple of business days.
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