+RAZANT STUDIO / Application scope to be evaluated
The camera sees an image. You need an answer. Studio is the shared workspace for connecting the two, right in your browser.
Interactive frontend concept. Images, device status, decoding, and inspection results are synthetic. No hardware is connected and no image processing model runs here. Change the expected value, move the ROI, or select a non-matching sample to create a failed inspection.
+01 / RAZANT
A clear workflow that keeps acquisition, inspection tools, and acceptance rules visible together.
Live preview, exposure controls, and regions of interest put image acquisition at the center of the workflow.
Compose acquisition, OCR, code decoding, counting, presence detection, classification, and explicit validation steps.
Define what acceptable means. Inspect the relevant region, compare the result, and see the reason behind a pass or fail.
Use image history and inspection results to investigate exceptions and tune recipes. Specify retention and storage capacity for the installation.
A local-first runtime is the intended default. Configuration happens in the browser; inspection processing belongs near the camera.
Define result messages and interfaces around the receiving machine or production system. Agree the data contract as part of integration.

+ONE PLATFORM. MANY RECIPES.
Save a setup for each part. Make the inspection understandable for the next person. Build a path from camera settings to a result that your process can actually use.
Application assessment defines the recipe, camera interface, user access and deployment requirements as one coherent system.
+Practical questions
Studio’s intended configuration and inspection model is local-first. Final authentication, updates, and licensing are still being defined; no mandatory cloud dependency is claimed.
No. It is a frontend demonstration of the interaction model. It uses synthetic sample values and deterministic rules, not real OCR, barcode decoding, classification, or camera input.
Camera compatibility depends on the capture interface and driver. Share the exact camera model for an integration assessment.
Packaging and licensing are not defined yet. We are collecting feedback from manufacturers and integrators before setting a commercial model.
+WORKFLOW & INTEGRATION
| Runtime | Local-first Linux vision runtime architecture |
|---|---|
| Configuration | Browser-based UI |
| Integration | Ethernet / API integration scoped to the application |
+OPEN FOR APPLICATION EVALUATION
Tell us how you configure, troubleshoot, and hand over inspections. Help us make Studio useful for the people on the line.
Discuss your application