MedOCR by GiniLytics

The Intelligent Edge-AI Medicine OCR & Inventory Automation Platform

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

AI-Powered Edge Vision

Medicine Packaging Intelligence Enhanced by Smart Edge AI

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.

Continuous Camera Stream

Live 720p/1080p scanning. A smart guide frame isolates the label and locks exposure and focus.

Edge Image Conditioning

Contrast enhancement and automatic deskew keep reflective foil blisters and angled packs readable.

On-Device Neural OCR

A lightweight PaddleOCR engine runs 100% locally on Android and iOS without slowing the camera preview.

Multi-Frame Voting

Readings across 3–5 frames are cross-checked to eliminate glare, blur and dot-matrix misreads.

Field-Aware Parsing

Batch, MFG, EXP and MRP are parsed, date formats are normalized, and expiry validated automatically.

Real-Time Desktop Sync

Scans are matched against inventory in under 50ms and pushed live to connected billing stations.

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

Scan-to-Record Pipeline

From Camera Capture to Enterprise Record

A six-stage pipeline turns a moving camera frame into a validated, structured inventory record in under half a second. 

Continuous Acquisition

A focused, exposure-locked frame stream at 720p/1080p.

Schedule

Edge Image Conditioning

Blur rejection, contrast expansion and deskew on the device.

Schedule

Neural Text Recognition

On-device OCR returns text regions with confidence scores.

Lab Report

Multi-Frame Consensus

Sliding-window voting produces noise–free reading.

Domain Validation

Pharma rules, date normalization and MRP verification output clean structured data.

Enterprise Dispatch

The record is sent to the .NET backend and appears instantly on the desktop POS.

Pharmacy Operations Center

Command Your Entire Medicine Verification Operations

Frontline mobile scanners and central POS/inventory work as one connected system. 

Smart Scanning

Continuous OCR with haptic confirmation, plus barcode and Data Matrix fallback.

Voice Orders

AI voice order capture fills the prescription cart hands-free.

Stock Fulfillment

Shows the rack location, then deducts stock in one click with FEFO adjustment.

Risk Alerts

Expired batches and price mismatches are flagged, quarantined and routed for distributor return.

Intelligent Document Management

Every Medicine Batch Organized, Validated & Searchable

Brand, salt, batch, manufacturer, pricing and expiry for every scanned item are stored in one searchable repository.

Centralized Batch Repository

One database for brand, trade name, active salt, batch, manufacturer and pricing.

Automated Expiry Governance

Flags stock 30, 60 or 90 days before expiry for FEFO and returns.

Rack Location Guidance

Each scan shows the exact shelf location, so orders are picked faster.

Tamper-Evident Audit Trails

Device, user, timestamp, OCR confidence and stock changes are logged immutably.

Price Verification

The scanned MRP is checked against the catalog to catch pricing discrepancies.

Multi-Branch Visibility

Inventory stays isolated per branch while the whole chain is managed centrally.

Security & Governance

Enterprise Security & Healthcare Compliance You Can Trust

 Built so that sensitive packaging and patient imagery never leaves the device, and every stock change is traceable. 

On-Device Edge Vision

OCR runs locally, so no images are sent to the cloud.

Role-Based Access Control

Separate permissions for pharmacists, admins and staff.

Tamper-Evident Audit Log

Append-only logging supports GxP and 21 CFR Part 11 readiness.

Supply Chain Alignment

Traceable batch and expiry records support DSCSA and WHO GDP.

Encrypted Transport

TLS 1.3 secures the API and the real-time sync connection.

Multi-Tenant Isolation

Safe for multi-branch hospitals and pharmacy chains.

Edge AI Privacy
Real-Time POS Sync
FEFO Automation
Audit-Ready Compliance
Built for Real-Time Scale

Modern Technology Built for Real-Time Mobile Scale

 MedOCR pairs a cross-platform mobile scanner with an enterprise .NET backend, combining edge AI speed with centralized control. 

Mobile

> Flutter 3.x
> CameraX / AVFoundation
> Dart Isolates

Backend

> .NET 8,
> ASP.NET Core Web API
> SignalR Hub

Database

> PostgreSQL
> EF Core
> Redis Cache

AI Layer

> PaddleOCR Mobile
> OpenCV + CLAHE
> Voice Order AI

Security

> RBAC
> TLS 1.3
> Audit Logging

Hire a Developer

Book a no obligation session with one of our consultants. Someone will be in touch with you within one business day.

Hire a Developer

Book a no obligation session with one of our consultants. Someone will be in touch with you within one business day.