Business Impact
Measurable Results Across Operations
< 350ms
End-to-End Scan Latency
99.4%
Extraction Accuracy
100%
On-Device Edge Privacy
5x
Inventory Inwarding Velocity
< 50ms
Backend Sync to POS
30+ sec
Saved Per Customer at Billing
A commercial-grade on-device vision platform for pharmacies, hospitals and pharmaceutical supply chains. It extracts Batch Number, MFG, EXP, and MRP in real time from blurred, curved and reflective foil packaging, in under 500ms(subjected to device compute capacity).
Enterprise Ready
Sub-500ms Edge Latency
On-Device Neural Vision
Real-Time Desktop Sync
MedOCR combines on-device neural OCR, multi-frame verification and pharma-aware parsing. Together they replace manual data entry at the billing counter, the dispensary, and the warehouse.
Live 720p/1080p scanning. A smart guide frame isolates the label and locks exposure and focus.
Contrast enhancement and automatic deskew keep reflective foil blisters and angled packs readable.
A lightweight PaddleOCR engine runs 100% locally on Android and iOS without slowing the camera preview.
Readings across 3–5 frames are cross-checked to eliminate glare, blur and dot-matrix misreads.
Batch, MFG, EXP and MRP are parsed, date formats are normalized, and expiry validated automatically.
Scans are matched against inventory in under 50ms and pushed live to connected billing stations.
End-to-End Scan Latency
Extraction Accuracy
On-Device Edge Privacy
Inventory Inwarding Velocity
Backend Sync to POS
Saved Per Customer at Billing
A six-stage pipeline turns a moving camera frame into a validated, structured inventory record in under half a second.
A focused, exposure-locked frame stream at 720p/1080p.
Blur rejection, contrast expansion and deskew on the device.
On-device OCR returns text regions with confidence scores.
Sliding-window voting produces noise–free reading.
Pharma rules, date normalization and MRP verification output clean structured data.
The record is sent to the .NET backend and appears instantly on the desktop POS.
Frontline mobile scanners and central POS/inventory work as one connected system.
Continuous OCR with haptic confirmation, plus barcode and Data Matrix fallback.
AI voice order capture fills the prescription cart hands-free.
Shows the rack location, then deducts stock in one click with FEFO adjustment.
Expired batches and price mismatches are flagged, quarantined and routed for distributor return.
Brand, salt, batch, manufacturer, pricing and expiry for every scanned item are stored in one searchable repository.
One database for brand, trade name, active salt, batch, manufacturer and pricing.
Flags stock 30, 60 or 90 days before expiry for FEFO and returns.
Each scan shows the exact shelf location, so orders are picked faster.
Device, user, timestamp, OCR confidence and stock changes are logged immutably.
The scanned MRP is checked against the catalog to catch pricing discrepancies.
Inventory stays isolated per branch while the whole chain is managed centrally.
Built so that sensitive packaging and patient imagery never leaves the device, and every stock change is traceable.
OCR runs locally, so no images are sent to the cloud.
Separate permissions for pharmacists, admins and staff.
Append-only logging supports GxP and 21 CFR Part 11 readiness.
Traceable batch and expiry records support DSCSA and WHO GDP.
TLS 1.3 secures the API and the real-time sync connection.
Safe for multi-branch hospitals and pharmacy chains.
MedOCR pairs a cross-platform mobile scanner with an enterprise .NET backend, combining edge AI speed with centralized control.
> Flutter 3.x
> CameraX / AVFoundation
> Dart Isolates
> .NET 8,
> ASP.NET Core Web API
> SignalR Hub
> PostgreSQL > EF Core > Redis Cache
> PaddleOCR Mobile
> OpenCV + CLAHE
> Voice Order AI
> RBAC > TLS 1.3 > Audit Logging
4332 Jeker Dr.
Plano, TX 75074
(469) 888-0495
info@ginilytics.com
Book a no obligation session with one of our consultants. Someone will be in touch with you within one business day.
Book a no obligation session with one of our consultants. Someone will be in touch with you within one business day.