Define the use case
We choose a focused visual task and gather representative images, including difficult cases.
Mattear · AI Vision
Pilot and integration
One image.Your criteria.
Identify categories and content in your images using the labels your workflow needs. We start with a specific use case and evaluate its usefulness with your real examples.
Custom labels · Human review · Integration scoped to your needs
Equipment image
LabelAnalysis signal
Equipment visibleHigh
DocumentLow
Illustrative example. Does not represent an actual evaluation.
How it works
From your images to a first evaluation.
We agree on what you want to identify and how you will review the results.
Define your labels
Write the categories and descriptions. Evaluate multiple labels or choose among competing categories.
Analyze and review
Upload an image and review the estimated probabilities. A high score still needs to be checked against your team’s judgment.
Scope the integration
Use the pilot findings to decide whether to integrate it and which controls your workflow needs.
Capabilities
A visual capability you can evaluate.
Available capabilities to get started with your images and categories.
Your own categories
Labels and descriptions tailored to the content you want to identify.
Two classification modes
Multiple independent labels or a comparison among mutually exclusive categories.
Signals for review
Results ranked by estimated probability, with context to help interpret them.
Access enabled by Mattear
Google sign-in for email addresses authorized in advance. Each pilot starts with an agreed scope.
PNG and JPEG images
One image per analysis, with a preview and format and size validation.
Integration support
We assess the connection to your system and the review workflow based on the validated use case.
Where to explore value
A specific workflow, a focused evaluation.
Operations
Classify photographic evidence
Explore whether images show the expected type of content before a supervisor reviews them.
Documentation
Organize images by type
Test categories such as invoice, receipt, or another document. Classification does not extract their fields.
What the pilot evaluates
Usefulness and errors on your images. The tool does not certify completed work or verify authenticity; human review remains part of the workflow.
Frequently asked questions
Which formats and modes are supported?
PNG and JPEG images up to 12 MB. Use 1–32 independent labels or 2–10 mutually exclusive categories. We recommend English descriptions to guide the analysis.
Does a high score guarantee a correct result?
No. It is an analysis estimate, not validated accuracy. During the pilot, we compare the signals against your images and your team’s criteria.
Do images stay on my device?
The image is sent to the configured analysis server. The application does not store an image or result history; data handling and the deployment environment are reviewed during the pilot.
Can I connect it directly to my system?
We evaluate the use case first. Authentication, volume, and the connection to your system are defined in the integration proposal; a public self-service API is not offered at this stage.
How can I get started?
Through a pilot and scoped integration. We review your images, evaluation criteria, and operational needs before preparing a proposal.
Next step
Bring a use case and a few images.
Let’s discuss what you need to identify and how to evaluate whether AI Vision can help.
- ✓ A specific use case
- ✓ Agreed scope and evaluation criteria
- ✓ Pilot proposal