Prescription Label Scanning AI

NDC, lot, expiry, DSCSA serialization reads at line speed.

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Prescription Label Scanning AI Across NDC Verification, DSCSA Serialization, Expiry Reads, and Every Pharma Packaging Task

Deploy Anywhere, Run Everywhere
Run prescription label scanning on the edge (line-side jetson-class or industrial edge next to the labeler), on-prem in the fill-finish suite, in a customer-controlled VPC, or via PLC-level integration with labelers and serialization aggregators.
One Platform, Full Adoption
Tools every pharma manufacturing team can adopt, from packaging engineers, fill-finish operators, serialization leads, and QA validation to regulatory affairs, compliance and audit teams, DSCSA program managers, cGMP inspectors, and manufacturing operations leaders.
Built for cGMP, DSCSA, FDA Part 11, EU FMD, and Every Pharma Traceability Standard
Update label OCR logic in minutes when a new NDC format, GTIN format, DSCSA 2D DataMatrix specification, EU FMD unique-identifier format, or bilingual French/Spanish label rollout changes, with audit-ready records. SOC 2 Type II, encrypted data, HIPAA-ready deployment for specialty pharmacy, and an uptime SLA on every fill-finish line.

“We wanted to develop models using data we owned, have the ability to scale usage, leverage state-of-the-art AI capabilities, and along the way ensure the privacy of our users’ personal health information. That’s what we found in Roboflow.”

Alec Zopf

Co-founder and Chief AI & Automation Officer, Wellth

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Talk to a Vision AI engineer who's shipped prescription label scanning in pharma manufacturing.

A single wrong NDC on a vial label, illegible DSCSA 2D DataMatrix on a saleable unit, or expiry-date misprint on a bilingual carton can mean a full-batch quarantine at fill-finish, a returned pallet from a wholesaler that fails the DSCSA transaction verification, or an FDA 483 observation on the next cGMP audit. Bring us your toughest prescription label scanning problem and we'll map a working solution.

Ask us about:

Solution architecture for FDA cGMP, DSCSA, EU FMD, GS1, and ISO/IEC 15415/15416
Live demo on your fill-finish, labeler, serialization, or aggregation imagery across your real label mix
Deployment: labelers, coders, serialization and aggregation stations, edge, on-prem, or air-gapped, with MES, aggregator, and eQMS integration
ROI modeling against DSCSA returns, batch-quarantine cost, FDA 483 exposure, and OCR reader refresh

Over 16,000 organizations build with Roboflow.

Rivian
Pella
Chobani
USG Corporation
BNSF Railway
American Woodmark

Start where you are

Read Every NDC, DSCSA Serial, Lot, and Expiry on Every Prescription Label, from Fill-Finish to Case Aggregation, with Vision AI

Add a real-time OCR layer to every prescription label on the packaging line with Vision AI for prescription label scanning. Built for the pharma manufacturing operations where one wrong NDC on a vial triggers a full-batch quarantine, one illegible DSCSA 2D DataMatrix fails wholesaler receiving, one expiry-date misprint on a bilingual carton triggers a market-hold, or one aggregation exception breaks the DSCSA parent-child hierarchy. Whether you're running fill-finish for injectable biologics, oral solid dose bottle packaging, blister packaging, sterile ophthalmic and inhalation, veterinary pharma, specialty pharmacy repack, or combination products, Roboflow extends OCR coverage to every label on every unit, case, and pallet.

NDC, Lot, Expiry, and GTIN Reads on Every Prescription Label Format:

Read NDC, GTIN, lot code, expiry, and manufacturer name on vials, syringes, bottles, blister wallets, pouches, IV bag overwraps, transdermal patch pouches, and physician-starter labels
Read DSCSA 2D DataMatrix carriers on saleable units and SSCC on aggregated cases and pallets, with ISO/IEC 15415 grade output (A/B/C/D/F) on every read
Read EU FMD unique identifiers, Chinese NMPA codes, Russian Chestny ZNAK, ANVISA SNCM, Saudi SFDA, Turkey ITS, ANMAT, and Indian DAVA for regulated export markets

DSCSA Serialization, Aggregation, Print Quality, and Bilingual Verification:

Verify DSCSA parent-child aggregation at pack, case, and pallet level, flagging exceptions before commissioning
Grade ISO/IEC 15415 and 15416 print quality in real time and trigger an inline alert if a saleable-unit DataMatrix drops from A to C before the case ships
Verify bilingual French/Spanish/Portuguese copy, EU FMD braille, pictograms, and strength callouts, and cross-check against the approved artwork master at every changeover

Fill-Finish, Serialization, MES Integration, and Regulatory Records:

Deploy at every OCR-critical stage: vial and syringe labelers (Marchesini, IMA, ACG, Bosch/Syntegon), bottle labelers, print-and-apply (Videojet, Domino, Markem-Imaje), thermal-transfer coders, serialization stations (Optel, Systech, Antares Vision, Sea Vision), aggregation, blister lines (Uhlmann), and receiving
Integrate with MES (Werum PAS-X, Körber, Rockwell PharmaSuite), aggregators (Optel, Systech, Antares Vision, Sea Vision, TraceLink), and eQMS (MasterControl, Veeva Vault QMS, Sparta TrackWise) for reconciliation against batch record, artwork master, and DSCSA transaction data
Log every read with confidence, image, character segmentation, component, station, batch, lot, artwork revision, DSCSA serial, ISO/IEC 15415 grade, and cGMP signature for cGMP batch record evidence, Part 11 audit trail, DSCSA transaction data, EU FMD records, and regulatory audit response

Bring intelligence to every label today. Stop wrong-NDC vials, illegible DataMatrix reads, expiry misprints, and aggregation exceptions from becoming full-batch quarantines, wholesaler returns, FDA 483 observations, or EU FMD market-holds.

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Prescription Label Scanning AI