Case studies
Most of our work is behind an NDA.
Here's something we can show.
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Autonomy and planning
A swarm that maps a building it has never seen
Built in-house so we could show the coordination problem rather than describe it: many machines, one shared map, no central operator. Research paper to working system in under four months.
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Manufacturing and logistics
Packing furniture onto pallets, without the Tetris grand master
Pallet plans had to be ready before production, and only a few people could make them. An optimiser now does it from the factory’s own packing history, taking up to 20% off the shipping bill.
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Healthcare logistics
A goods reception that no longer runs on one man’s memory
A hospital district’s warehouse ran on one man’s memory of every exception to every rule, and then he retired. Now the packing list is photographed, checked against the ERP, and answered with an instruction.
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Financial services
Building manager’s certificates, read by machine
A bank’s mortgage desk was retyping scanned certificates while the customer watched. Eight weeks, 848 example documents, and 80% less typing, all inside the bank’s own private cloud.
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Open source
A slow gradient, and the patch we sent upstream
An interpolation got slower as the images got larger, and it had no business doing that. The fix, a skipped allocation deep in the C++ and CUDA code, is now in PyTorch itself.
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Under NDA
The ones we cannot name
A fair share of our work sits inside products that have not launched yet. Ask us in person and we will tell you as much as we are able to.