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Product Recognition Beyond Barcodes
Identify products, parts, assets and labels from images across retail, logistics and industrial operations.
The problem
Product data often breaks where visual work begins.
Barcodes can be missing. Labels can be damaged. Products can look similar. Staff may need to identify items manually, verify the right product, or match physical goods against expected records.
Labels are unreliable
Recognise products when barcodes, labels or RFID tags are missing, incorrect or unavailable.
Items look similar
Distinguish products, parts and assets that are difficult to verify manually.
Manual checks don’t scale
Turn visual recognition into consistent outputs that teams and systems can use.
What Tiliter recognises
Physical items across operational environments.
Retail products
Fresh produce, bakery, packaged goods, returns and checkout items.
Industrial parts
Components, fittings, pipe spools, assemblies and visually similar items.
Deliveries & inventory
Pallets, containers, shipments, crates and operational stock.
Labels & packaging
Product labels, shipping labels, batch codes and serial numbers.
Assets & equipment
Tools, machinery, PPE, operational assets and site equipment.
Product condition
Verify product presentation, completeness, condition and visible defects.
Recognition without perfect labels
Built for products that are hard to identify manually.
Product recognition is most valuable when products look similar, labels are missing, barcodes are unavailable or manual selection creates errors.
Visually similar items
Differentiate products such as produce varieties, packaged variants, parts or components.
Missing or unreliable labels
Identify items when barcodes, labels, packaging or RFID tags are missing, damaged or incorrect.
Operational outputs
Return recognised items as structured data for checkout, inventory, fulfilment and workflows.
How it works
Product recognition is only the first step.
Tiliter converts recognised products, parts, labels and assets into structured operational data that can be used across existing business systems and workflows.
Capture
Upload an image, use a mobile device, document scan or connected camera feed.
Recognise
Identify products, parts, assets, labels and other visual objects automatically.
Take action
Return structured outputs for inventory, verification, reporting and operational workflows.
Test product recognition on your own images.
Upload images and see how Tiliter turns visual product information into structured operational data.