Question 1

Will camera recognition actually work for my case?

Accepted Answer

That is the right first question and it cannot be answered from a desk. The conditions decide it: lighting, background, camera angle, how fast the thing being recognised moves, and how many mistakes you can tolerate. So we start with a prototype on your real footage — a week's work, after which you know whether it works, instead of three months of hoping.

Question 2

How much does a computer vision project cost?

Accepted Answer

More than an ordinary app, and with a wider margin of uncertainty, because in hardware work some of the unknowns sit in physics rather than in code. We split it in two: first you pay to settle whether it can be done, and only then for the product. That is the only honest arrangement in a category where a budget can burn on something that was never going to work.

Question 3

Do you design hardware as well, or only the software?

Accepted Answer

Only the software, plus the layer where it meets the device. We work with hardware that exists — cameras, sensors, kiosks, BLE modules — and with whatever your manufacturer supplies. We don't do board or enclosure design and won't pretend otherwise; if that's what you need, you'll hear it on the first call rather than in month three.

Question 4

What does “real-time” mean in practice?

Accepted Answer

That latency is a defect, not an inconvenience. We agree a specific number up front — how many milliseconds are allowed for the product to be usable — and treat it as a requirement to be tested rather than a marketing promise. Without that number, “live” means exactly what it means in a sales deck, which is nothing.

Hardware integrations

What it covers

The questions that come up

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