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Read case studyJB Pharma
Jun 15, 2025

0.15μ
Particle detection threshold
45→0
Manual inspectors replaced
99.9%
Inspection accuracy
24/7
Continuous automated inspection
Maintaining the highest quality standards in pharmaceutical manufacturing is paramount, with any compromise potentially leading to severe consequences. The client, a leading pharma company, faced challenges in their visual inspection process for drug vials and ampules, where the stakes were incredibly high.
Manual Inspection: The process relied on 45 employees working in shifts to visually inspect vials and ampules against white and black backgrounds, checking for foreign particles and defects.
Human Fallibility: Manual inspection was prone to human error and inconsistencies due to fatigue, subjectivity, and the varying sizes of vials and ampules.
Critical Risks: Any missed foreign particle could lead to an unexpected drug reaction, potentially endangering human life and resulting in heavy legal and compliance costs, irreparable damage to the brand's reputation, and loss of valuable contracts.
High Labor Costs: The manual process was labor-intensive and costly, requiring significant human resources and operational expenses.
Automation Challenges: Previous attempts to automate the process failed due to the varying sizes and shapes of the vials and ampules.

AegisVision was implemented as a custom AI-powered vision solution to transform the client's quality assurance process and mitigate the risks associated with manual inspection.

Understanding Rejection Criteria: The team worked closely with the client to understand their specific quality requirements, including the critical rejection criteria of detecting particles as small as 0.15 microns.
Optimized Hardware Setup: Appropriate IP cameras were installed to capture high-resolution images of vials and ampules against both white and black backgrounds.
Custom AI/ML Algorithm Development: A custom AI/ML algorithm was developed using computer vision and pattern recognition techniques to accurately detect foreign particles and defects, even in varying sizes and shapes of vials and ampules.
Seamless Integration: AegisVision was integrated with the client's existing production line and quality control systems for a streamlined workflow.
The implementation of AegisVision delivered significant benefits:
Enhanced Accuracy: The AI-powered system significantly improved the accuracy of foreign particle and defect detection, exceeding human capabilities and mitigating the risk of adverse drug reactions.
Increased Efficiency: Automated inspection streamlined the quality assurance process, reducing processing time and increasing throughput.
Cost Savings: By reducing the need for a 45-person manual labor team, AegisVision delivered significant cost savings in terms of labor and operational expenses.
Improved Quality Control: Real-time reporting and data analysis enabled proactive identification and resolution of quality issues, leading to enhanced quality control.
Brand Protection: By ensuring the highest quality standards, AegisVision helped protect the client's brand reputation and mitigate the risk of legal and compliance issues.

AegisVision has not only transformed our quality assurance process but also provided us with peace of mind knowing that we are minimizing the risk of potentially harmful foreign particles in our products. The accuracy and efficiency of the system have exceeded our expectations, and we have seen a significant improvement in our overall quality control.
Shrikant Gandhe · VP-Quality Assurance

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