VISIONX BY INSTACASH

Everyday photos.
Decision-ready
evidence.

Turn phone photos into visible findings and clear next steps. A four-stage AI review process, with the photograph always in view.

◎ Everyday capture⌁ Evidence-led review
RECORDED INSPECTIONRecorded Case 01
Web-readable recorded annotation for critical crack networkFull original front-view photograph with recorded crack evidence
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Screen damage confirmedCrack

Critical crack network · Resolved damaged outcome · exact finding inventory agreed.

BUILT AROUND THE WAY
DEVICES ARE ASSESSED.

Retail intakeWarehouse reviewRemote assessmentQuality operations

01 / THE EVIDENCE

See the photograph.
Inspect the conclusion.

Thirty-six recorded inspections, organized around real finding types and explicit photographed-view limits.

The image comes with the answer.

Move from a recorded outcome to the original photograph and its web-readable evidence overlay. Every public case has its own permanent page.

Open the evidence library

Recorded VisionX inspection. The source photograph was auto-oriented, metadata-stripped, and resized for web only. Recorded canonical findings were re-rendered with thicker web-only boundaries for readability; their geometry was not expanded or repaired. Results apply only to the photographed view and are not accuracy benchmarks, functional tests, or whole-device guarantees.

02 / THE PROCESS

More than a finding.
A path to a decision.

Inspect, validate, review, adjudicate. The configured strategy decides which stages a photograph needs.

01

Inspect

Read the photograph

Independent visual inspection looks for damage, capture artifacts, and whether the supplied view is usable.

02

Validate

Make the findings usable

Backend checks normalize the findings, validate their structure, and apply the product’s decision rules.

03

Review

Examine what matters

When the strategy needs another assessment, informed review considers the original image and the first-pass claims.

04

Adjudicate

Resolve the next step

Accepted evidence supports a resolved outcome. Uncertainty can lead to human review or a request for another photo.

Every photograph does not require four model calls. The evidence and configured strategy determine the path.

Explore the platform

THE NEXT STEP

See where VisionX fits.

Bring your capture conditions, decision rules, and a representative set of photos. Start with an evaluation grounded in your workflow.

Evaluate VisionX

Full-frame evidence