Add image-based livestock weighing to your app. No hardware. No ML team.

You ship the feature — we ship the pipeline.

Talk to us

01 Your reality

What your users keep asking for

01

It's not just your users — your product needs it too.

Forms and workflows depend on weight as an input. But you can't justify a full ML team for a single field. Every month without it widens the gap to the competitor that shipped it first.

02

Apps, 3D cameras, and scales all live outside your product.

Every time a user leaves to weigh, the workflow fragments, engagement drops, and your platform quietly loses its position as the full solution.

03

Weight is a wedge — and a dependency.

Average daily gain, sale-readiness, auction listings, treatment dosages, ration planning — all run on it. Irregular weighing blocks every process downstream that depends on that number.

02 What Mira does

How we power your platform

A multi-species weighing API — cattle, swine, sheep, goats, horses, and any livestock weighable from an overhead frame.

Camera-agnostic: works with consumer phones. Capture live through your app, or upload from the user's gallery.

A single capture of animals walking through, not one-by-one at a scale — weights come back per head.

No hardware shipment. No inference infrastructure. A single HTTPS call.

03 How you integrate

Calibrate once. POST per capture.

Calibrate once per device
Capture video clip
Mira pipeline preprocess + models
Response weight
  1. 1 Your app sends a single video of the batch to /predict. Camera calibration is already on file from a one-time /calibrate.
  2. 2 Our pipeline returns a weight estimate for each animal in the capture.
  3. 3 You surface the result natively in your UI. Branding stays yours.
Request
curl -X POST https://api.miratech.app/v1/predict \
  -H "Authorization: Bearer $MIRA_KEY" \
  -F "video=@capture.mp4" \
  -F "species=bovine"
Response
{
  "predictions": [
    {"id": 0, "weight_kg": 482},
    {"id": 1, "weight_kg": 390},
    {"id": 2, "weight_kg": 502}
  ]
}

To your user, it shows up as a new weight field — no new app, no extra workflow.

Implementation questions

04 Beyond the API

Beyond the standard API

Some platforms need more than the off-the-shelf endpoint — a custom model, a different species, a physics-grounded pipeline, or a full data science engagement. We take selective projects where our background in computer vision, data science, and physical modeling fits. If that sounds like your case, let's talk.

Discuss a custom engagement

05 Contact

Want to explore fit?

Let's talk.

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