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01 · Entry

Free AI readiness assessment for camera and sensor features

A free AI readiness assessment for your camera or sensor feature. Send a spec and a few recordings. Within one working day an engineer tells you in writing whether the feature can be measured from a phone camera or a body-worn sensor, what is most likely to make it fail, and what the next step is. There is no charge and no call to book.

TimelineOne working dayPriceFree
Send what you haveWhat you get
A squat clip read as a pose skeleton next to a written verdict: measurable, reply in one working day
How we workTransparent. A team that stays. Your IP.
Read how we work
  • You own the IP

    Code, trained weights and your data are yours by contract. We sign an NDA before you send anything.

  • A team that stays

    Knowledge is documented and shared across the team, so nothing depends on one person. You can ask to change anyone on the team, and the work carries on.

  • Transparent work

    The whole team is in your Slack and on your calls. Regular demos and reports, and we tell you about problems as soon as we see them.

Who it is for

Is this the right step for you?

  • An idea for a camera or sensor feature and nobody on the team who has shipped one.
  • A feature that works in the lab and fails on users: fast motion, poor light, one platform only.
  • A vendor or SDK that stalled months ago and still does not measure what it was bought for.

Proof

Results from past projects

Tennis player hitting a forehand with both players and the racket marked by detection boxes, and the headline 90 min cut to 25 minCase studyTennis rally detection

Match Video Cut Down to the Tennis

  • A coach reviews a 90-minute match in about 25 minutes, with the pauses cut out automatically
  • The clip keeps 92% of play time, and 95% of what it shows is real play
  • Runs on an ordinary cloud server with no GPU, so the cost per match stays low
Computer VisionSports TechRead the case
Seated man holding both palms up, with face, hand and body landmarks tracked by the cameraCase studyDoug Labs

On-Device Neurological Assessment for iOS

3 neurological tests in one iPhone app: pronator drift, leg drift and eye movement

What you get

Free assessment: the deliverables

  1. 01

    A written verdict: yes, no, or yes with conditions.

  2. 02

    The two or three risks we see first. Lighting, speed of movement, camera placement and whether labelled data exists are the usual ones.

  3. 03

    A recommended next step. Sometimes that step is to use an off-the-shelf SDK and not hire anyone, and we say so.

  4. 04

    A rough size for the technical research, if one makes sense.

How it works

From first message to done

  1. 1

    Fill in the form: what the feature should measure, which platforms you ship on, and 3 to 10 recordings or a link to your app.

  2. 2

    A CTO or a domain engineer reads the material. There is no sales step in between.

  3. 3

    You get the verdict by email within one working day.

  4. 4

    If you want to talk it through, we book a 30-minute call.

TimelineOne working day
PriceFree

No obligation to continue.

Done when

You know whether to book the two-week technical research, go straight to a proof of concept, or stop.

What comes next

When the verdict is yes and you want numbers from your own footage, the next step is the Technical research.

02Technical research

Compared with the alternative

Reading vendor pages and asking a chatbot gives you an answer about the average case. Our verdict is about your recordings, your platforms and your users, and it comes from engineers who have shipped more than 200 projects on vision, audio and edge devices.

Questions

What teams ask about free assessment

We sign an NDA before you send anything, if you ask for one.

We tell you what to film and how. The verdict then rests on the spec and on similar projects we have done.

It costs us an hour or two and saves both sides a two-week research that should not happen.

How we work

What you can count on

Will our recordings leak?

No. A mandatory NDA, signed by our US legal entity, comes before you send anything.

We only know the problem, not what to build. Is that enough?

Yes. The assessment is a discovery step. No spec is needed.

Will you sell us AI we do not need?

No. If an SDK, or no AI at all, is the right answer, the verdict says so.

Next step

Send what you have. Verdict in a day.

Send what you have. Verdict in a day. If your model is already in production or you have a build budget, book a scoping call instead.

  1. 1
    You send a spec and a few recordings

    A paragraph on the feature, a link to clips or sensor logs, the platforms. NDA first if you need one.

  2. 2
    An engineer reviews it

    The CTO or a domain expert goes through the measurement, the conditions and the platforms.

  3. 3
    You get the verdict within a day

    Whether the feature can be measured, the risks we see, and the recommended next step, in writing.