Category and shelf auditing for share of shelf, distribution, range, promotional activity, availability, displays and competitor visibility.
- Image-based shelf and display capture
- Brand, product and facing analysis
- Retail dashboards and reporting
Retail image recognition · Field data · Practical automation
From shelf images to clear retail insight.
Dtex builds practical image-recognition and data collection systems for retail, merchandising and consumer goods teams. We help capture what is happening in store, process it reliably, and turn it into information people can actually use.
01
Capture
Store teams capture shelf, display and label images using guided app workflows.
02
Process
Images move through detection, OCR, validation and data-matching pipelines.
03
Report
Results are presented as usable retail measures, not piles of raw image data.
What we do
Retail technology built around real field conditions.
Dtex focuses on the hard middle ground between store execution, image capture, product recognition, data quality and reporting. Our systems are designed for real operators in real stores — including poor coverage, imperfect photos, changing packs, missing labels and the need to account for every image captured.
Products
Current platforms
Shelf label and price ticket capture for pricing, promotion and ranging checks. Built to reduce manual data entry and improve field audit consistency.
- Label detection and OCR
- Price, promo and unit price checks
- SKU matching and validation workflows
Operational workflow support for monitoring systems, managing incidents, coordinating fixes and keeping product work moving with clearer accountability.
- Workflow and incident tracking
- Human approval points
- AI-assisted operational support
Services
Custom software and retail data systems.
Alongside our own platforms, Dtex supports clients and partners with practical software development services where image capture, workflow, data processing or reporting are involved.
Mobile apps
Android, iOS and cross-platform app development for field and operational use.
Web apps and dashboards
Clean internal tools, portals, admin panels and reporting interfaces.
Image recognition systems
Detection, classification, OCR, validation and data-matching pipelines.
Workflow automation
Operational systems that help teams track issues, approvals, tasks and outcomes.
Approach
No theatre. Just working systems.
Practical first
We design around store reality, not perfect lab conditions.
Data accountability
Every image and result should be traceable through the pipeline.
Fast pilots
Start small, prove value, then scale what works.
Clear reporting
Outputs need to be understandable by commercial and field teams.
Contact
Need a simple way to capture, process or understand retail data?
Start with a short conversation. No inflated pitch deck required.