Sector experience is the thing buyers check first, and rightly. Below is where we have delivered, what we build there, and the specific evidence behind each claim. Where our experience is shallower we say so rather than padding the list.
Our deepest sector.
ClassAura is live at a London college as a paying subscription customer, with two further UK contracts signed.
Sensing in places with no reliable connectivity, where the decision has to be made on the device and the action has to happen without anyone walking the field.
Irrigation, rice seed grading, livestock health and incubator monitoring systems delivered end to end.
Visual inspection that currently costs an assessor a site visit.
Pixel-level scratch and dent segmentation built and evaluated on the CarDD benchmark.
Firms drowning in documents.
Document pipelines reading figures from finished files and writing them into downstream paperwork with zero mismatches.
Consumer products where discovery, matching and reuse are the mechanic, plus the search and content systems that decide whether anyone finds you.
A hyper-local giving app in development and a compliant publishing engine running live campaigns.
Organisations where a decision about a person has to be explainable to that person, and where procurement asks harder questions than a startup ever will.
Every system we ship carries role-based access, audit logging and a route for a person to contest an outcome.
Asset lifecycles, workforce visibility and condition monitoring — the operational systems where the numbers have to reconcile at the end of the year.
Asset management delivered with 30% fewer reporting errors and 40% stronger access control.
Language and multimodal systems that support a trained human, framed carefully so the software informs a judgement rather than pretending to make one.
A wellbeing language platform and a two-modality emotion recognition engine, both built to inform rather than diagnose.
A damage detection model and a seed grading model are the same problem wearing different clothes. If your sector is not here, describe the decision you are trying to improve and we will tell you honestly whether our experience is relevant.
Anywhere a person currently looks at something and makes a judgement about its condition.
Anywhere a queue is worked in the order it arrived rather than the order that matters.
Anywhere a figure is read out of one document and typed into another.
If we have not worked in it, we will say so. If the underlying engineering is something we have shipped before, we will show you where.