Automation Vs HyperAutomation in CSV
Automation refers to the use of technology to perform tasks that would otherwise require human intervention. This can include automating repetitive, routine tasks such as data entry, document processing, or basic calculations.
Hyperautomation, on the other hand, is a more advanced form of automation that involves combining multiple technologies, such as artificial intelligence, machine learning, and robotic process automation, to automate complex business processes end-to-end. It involves using software to identify tasks that can be automated, and then implementing those automations in a coordinated way to create a fully automated process.
Hyperautomation also involves leveraging data and analytics to continuously improve and optimize the automated processes, resulting in greater efficiency, accuracy, and cost savings.
In summary, while automation focuses on individual tasks or processes, hyperautomation takes a more holistic approach to automating entire business processes and leveraging multiple technologies to achieve this goal.
Hyperautomation can offer significant benefits to the pharmaceutical industry by streamlining various business processes, increasing operational efficiency, and improving patient outcomes. Here are some potential use cases for hyperautomation in pharma:
1. Drug discovery and development: Hyperautomation can help accelerate the drug discovery and development process by automating data analysis, molecule screening, and clinical trial management.
2. Supply chain management: Hyperautomation can improve supply chain efficiency and visibility by automating inventory management, order tracking, and logistics.
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3. Quality control and regulatory compliance: Hyperautomation can help ensure compliance with regulatory requirements by automating quality control processes, data validation, and audit trails.
4. Patient engagement and experience: Hyperautomation can improve patient engagement and experience by automating appointment scheduling, prescription refills, and patient education.
5. Clinical data management: Hyperautomation can help streamline clinical data management by automating data entry, extraction, and analysis, reducing errors and improving data quality.
6. Sales and marketing: Hyperautomation can help improve sales and marketing effectiveness by automating lead generation, customer segmentation, and campaign management.
Overall, hyperautomation has the potential to transform the pharmaceutical industry by enabling organizations to automate complex business processes, reduce costs, and improve patient outcomes.
In this series of articles , I will explore use cases for hyper automation in CSV(A). Please share your feedbacks and suggestions and I will be glad to drive this based on your thoughts.
Guiding leaders on Keeping Quality Simple
1yIt is good to explore possibilities and keep an open mind about how AI can help. Defining good user requirements has always been one of the CSV activities that people struggle with. User requirements are perhaps the most important element of CSV because they specify what the system is required to do and therefore are the basis for verification that the system is fit for intended use. I would be interested to learn more about how AI could help define requirements.
Project Lead(CSV/BA)
1yVery informative sir, looking forward to have the used cases and curious to know how hyper automation will detect the risk automatically and provide the controls.
GxP Trainings | IT CSV | GxP Validation training | Online Training Partners | GxP IT Validation Consulting
1yReally good read! It is absolutely necessary to know the current and future trends in validation. Looking forward to read the next article where it would be interesting to know if the validation approach changes with the changes in level of automation.
IT CSV Auditor | AI Enthusiast
1yHyperautomation is a powerful tool that can help companies become more agile, efficient, and adaptive to future changes. However, it is important to take a strategic approach to implementing hyperautomation, and to ensure that employees have the relevant skills and training to work in a hyperautomation setup.
General Manager- Medical Device Packaging-Amcor I Polycine I SealedAir-Nelipak I Bilcare
1yInsightful..