Blister Pack Inspection AI

Catch empty cavities, broken tablets, wrong product, and foil defects on every blister before it reaches the cartoner.

Try it now for free Talk to an AI Expert

Blister Pack Inspection AI Across Pharma, OTC, and Consumer Packaging

Deploy Anywhere, Run Everywhere
Run blister pack inspection on the edge, on-prem, in your VPC, or via API, wherever your blister line needs it.
One Platform, Full Adoption
Tools every packaging team can adopt, from packaging and process engineers to blister machine operators, QA leads, and validation teams, no separate ML team required to ship and own inspection models.
Secure, Compliant, and Audit-Ready
Data stays safe with SOC 2 Type II compliance, encrypted data, and an uptime SLA, with validation documentation that supports FDA 21 CFR Part 11, cGMP, EU GMP Annex 11, and DSCSA audit requirements.

“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

Read the full story See customer stories

Talk to a vision AI engineer who's shipped blister pack inspection on the packaging line.

A single empty cavity, broken tablet, or wrong capsule in a sealed blister can mean a market complaint, a batch investigation that holds release, or a recall on a commercial product. Bring us your toughest blister pack inspection problem and we'll map a working solution.

Ask us about:

Solution architecture for FDA 21 CFR Part 11, cGMP, EU GMP Annex 11, and DSCSA environments
Live demo on your blister line imagery, filled blister samples, or foil footage
Deployment options: edge, on-prem, air-gapped, or VPC, with integration into blister machines, serialization systems, line PLCs, MES, and eQMS
ROI modeling against batch investigations, market complaints, rework and re-blistering, and recall risk

Over 16,000 organizations build with Roboflow.

Rivian
Pella
Chobani
USG Corporation
BNSF Railway
American Woodmark

Start where you are

Vision AI is transforming businesses

Customers across the board are solving complex challenges and driving meaningful impact.

Automotive customer
$10 million
Saved by automatically detecting defects on the production line
Logistics & freight company
90%
Less time spent manually tracking shipping inventory
Building materials supplier
60%
Lower customer return rate with improved product quality

Inspect Every Cavity on Every Blister, from Filling to Cartoning, with Vision AI

Add a real-time inspection layer to every blister on the line with vision AI for blister pack inspection. Built for the operations where one empty cavity that reaches a patient, broken tablet sealed under foil, or wrong-color capsule in a multi-product suite can mean a market complaint, a batch held at release while the investigation runs, or a recall. Whether you're running PVC and PVDC thermoform blisters, cold-form alu-alu, or high-speed OTC and consumer blister lines, Roboflow extends your inspection coverage to every cavity on every blister, validatable under FDA 21 CFR Part 11 and cGMP.

Cavity and Product Inspection:

Catch empty and partially filled cavities on every blister before the lidding foil seals them out of sight
Detect broken, chipped, and cracked tablets and deformed or open capsules at filling speed
Verify product identity and color in every cavity, so a wrong tablet in a multi-product suite never leaves the room

Foil, Seal, and Print Defects:

Detect lidding foil misalignment, wrinkles, and seal defects around each cavity on every blister
Catch damaged, scuffed, and torn foil that compromises the pack before it reaches the cartoner
Verify batch, lot, and expiry print on the foil against the batch record on every blister

Batch Release, Serialization, and Line Integration:

Keep per-blister inspection records with imagery that support batch record review and speed release decisions
Pair blister inspection with serialization and aggregation checks for DSCSA compliance
Trigger rejects and machine stops in real time through PLC and MES integration on your blister machines, with a full audit trail behind every decision

Bring intelligence to every blister today. Stop cavity and foil defects from becoming market complaints, held batches, or recalls.

‍

More About Blister Pack Inspection

What is blister pack inspection with Vision AI?

Blister pack inspection with vision AI uses computer vision models to inspect every cavity on every blister as it moves through the packaging line: product presence and integrity in each cavity, product identity and color, lidding foil alignment and seal quality, and batch and expiry print on the foil. Models trained on your actual products and blister formats make the check at filling speed on every pack rather than sampled pulls, with per-blister records that support FDA 21 CFR Part 11, cGMP, and EU GMP Annex 11 requirements.

Can Vision AI catch broken tablets and wrong product through formed blisters?

Formed blisters are what make this inspection hard: glare off PVC domes, tablets that shift and rotate in their cavities, and color differences between look-alike products that come down to subtle shade. Deep-learning models trained on your products, your blister formats, and your line lighting recognize each product's shape, surface, and color through dome distortion and glare, and verify every cavity at filling speed. On cold-form alu-alu lines, inspection runs at the filling station before the opaque lidding closes, so every cavity is verified while it can still be seen and rejected.

Does blister pack inspection support cGMP and EU GMP Annex 11?

Yes. Roboflow models can run as documented inspection controls inside your cGMP and EU GMP Annex 11 (computerized systems) quality processes, with FDA 21 CFR Part 11 electronic records, per-blister inspection history, model version control, and training data lineage that support batch record review, release decisions, and regulatory audits, plus DSCSA serialization programs. Roboflow is the inspection engine; your quality and validation teams own the acceptance criteria, and models support IQ/OQ/PQ documentation.

Can it integrate with our blister machines, serialization systems, and MES?

Yes. Roboflow Inference exposes a standard API and supports common industrial protocols, so blister inspection events flow into your existing systems: blister machines from Uhlmann, Marchesini, IMA, and Romaco, serialization and aggregation platforms, line PLCs from Allen-Bradley and Siemens, SCADA and HMI platforms like Ignition and AVEVA, MES, eQMS platforms like MasterControl and Veeva Vault QMS, and ERP systems like SAP, through REST, MQTT, OPC UA, and direct database writes. PLC-level integration drives rejects and machine stops the moment a defective blister appears, with a full audit trail behind every decision.

‍

Stay connected

Blister Pack Inspection AI