Platform
One identity path from code creation to scan intelligence.
AIQR connects cloud identity logic, supported packaging workflows, customer scan experiences, reporting, and governance. The product story stays simple; validation stays explicit.
Operating sequence
How it works: four steps, zero gaps.
Explore the technical mechanisms that route serialized digital identity from generation to packaging lines and analysis dashboards.
Create Identities
Cryptographic, serialized unit identities
AIQR generates unique serialized codes linked to your product SKUs, batches, and production dates. Codes can be generated dynamically in our secure cloud or pre-batched via API for offline printing environments.
Under the hood
- Cryptographic generation preventing pattern guessing.
- Unit-level serialization or structured batch grouping.
- Metadata binding (SKU, brand parameters, manufacturing site).
Print Integration
Compatible printers and print gateways
Deliver serialization streams directly to production line controllers. AIQR's print gateway coordinates serialized codes with support for TIJ, CIJ, and laser marking hardware, validating print quality before packaging.
Under the hood
- ANSER, KGK, Domino, Linx, and Rynan protocol mappings.
- Print queue management syncing with line speed variations.
- Support for direct print or optimized security label applications.
Verify & Capture
Dynamic browser-level scan verification
When scanned by field teams or consumers, the unit identity is dynamically validated. Redirection rules route the user to a secure landing page, capturing device user agent, timezone, and location metadata.
Under the hood
- Dynamic layouts optimized for mobile web browsers.
- Zero-app scan experience running directly on standard phones.
- Access control allowing field inspectors augmented validation menus.
Act on Intelligence
Scan telemetry and anomaly alerts
Analyze scan events in real time. AIQR's logic engine detects suspicious repeat scans on the same code, geographic anomalies, and out-of-market diversions, feeding alerts to brand protection dashboards.
Under the hood
- Suspicious scan alerts identifying potentially copied QRs.
- Regional sales mapping highlighting parallel import locations.
- Exportable logs for legal, supply chain, and audit compliance.
Integration boundaries
How we connect with your line.
AIQR sits beside your existing line execution systems. Our print gateway intercepts label creation or direct printer spool files to inject serialized code arrays dynamically.
Gateway Connection
Integrates via socket API, Serial RS232, or direct file drops.
Vision Validation
Integrates with line cameras to activate codes only when printed successfully.
Technical Architecture Guidelines
The print gateway maintains a local database buffer of 5,000+ codes. If internet connectivity drops, the printer continues coding without line downtime.
User scans are resolved in under 100ms. REDIRECT queries evaluate request headers to serve clean verification layouts automatically.
All verification endpoints are deployed on edge networks inside the GCC (UAE and Saudi regional nodes), minimizing mobile load latency.
Buyer experience
Remove waiting from evaluation.
Build a live trial code in 2 minutes and experience both customer scan and dashboard flows.
Calculate current sticker material and manual handling costs with regional GCC values.
Check supported printer hardware models and validation states before designing your rollout.
Inspect data hosting frameworks, audit trails, and cryptographic keys before making line adjustments.