Know what are the 5 most common reasons behind CAPA Management problems and how to deal with them with the help of Qualityze CAPA Management software. Request for demo today
Operating Excellence is built on Corrective & Preventive ActionsAtanu Dhar
This document provides an overview of Corrective Action Preventive Action (CAPA) and how to implement an effective CAPA process. It defines CAPA and explains the difference between corrective and preventative actions. It outlines the benefits of a mature CAPA system, including increased quality, reduced costs from problems, and improved customer satisfaction. The document then discusses various tools that can be used in the CAPA process, including root cause analysis techniques like 5 Whys, fishbone diagrams, and Pareto charts to identify causes and prioritize actions. Examples are provided for how to apply these tools to analyze specific business processes.
The document outlines a 5-step process for successful Corrective and Preventive Action (CAPA): 1) Identify issues and nonconformances, 2) Implement corrective or preventive actions, 3) Verify that the actions addressed the issues, 4) Review the process for additional improvements, 5) Analyze data for trends. CAPA is important for compliance with Good Manufacturing Practices and focuses on both correcting past issues and preventing future discrepancies.
CAPA - Corrective and Preventive Action Management TrainingTonex
"CAPA Management training covers the rationale, concepts, tools, techniques, and practices of RCA and Corrective and Preventive Action (CAPA) management in FDA field".
TONEX RCA and CAPA Management Training Format
The course is fun and dynamic
The training is a blend of hypothesis and practice
The hypothetical area is conveyed as intuitive introduction
The reasonable area incorporates practicing with genuine precedents, singular/bunch exercises, and hands-on workshops
Learn About:
CAPA application and implementation
CAPA management
FDA’s requirements for CAPA systems
Importance of CAPA systems
CAPA system main components
The definition and differences of the terms corrections, corrective actions, and preventive actions
CAPA data sources
Methods of data analysis
CAPA data flow charts
CAPA tracking tools
Medical device reporting and tracking
FDA guidance for failure investigations and root cause analyses
FDA’s trending principals / ECI
Non-conformances or deviations
RCA tools and methods
Brainstorming methods
Problem solving tools
Process mapping / Regulatory resources
Corrective action plan development steps
Defining the problem statement properly
Isolating and containing the problems
Identifying the root cause
Developing an effective corrective action
Executing and validating the corrective action
Preventing recurrence
Preventive Action process
Communication
Course Outline
Overview of CAPA
RCA Definition
Non-Conformances or Deviations
Nonconformance Classification
Problem Solving Process
Creative Thinking Approaches
FMEA Application in Clinical Devices
Analysis and Prioritization Techniques
Digging Down for the Root Causes
Gathering Valuable Data for RCA and CAPA
Analyzing Data
Accidents Analysis and Role of Human Error
Role of Management Behaviors in the Success of RCA/CAPA
Implementing Corrective and Preventive Action Plans (CAPA)
Elements of Effective CAPA
Trending Requirements and CAPA
CAPA Regulatory Requirements
Call us today at +1-972-665-9786. Learn more about this course audience, objectives, outlines, seminars, pricing , any other information. Visit our website link below.
CAPA (Corrective and Preventive Action) Management Training
https://www.tonex.com/training-courses/capa-management-training/
CAPA (Corrective and Preventive Action) Management : Tonex TrainingBryan Len
CAPA Management training covers the rationale, concepts, tools, techniques, and practices of RCA and Corrective and Preventive Action (CAPA) management in FDA field. Root Cause Analysis (RCA) and Corrective and Preventive Action (CAPA) Management training course teaches you to develop an effective RCA investigation, and develop a corrective and preventive action plan suitable for the identified problems.
Learn About:
CAPA application and implementation
CAPA management
FDA’s requirements for CAPA systems
Importance of CAPA systems
CAPA system main components
CAPA data sources, Methods of data analysis
CAPA data flow charts, CAPA tracking tools
Medical device reporting and tracking
FDA guidance for failure investigations and root cause analyses
FDA’s trending principals, ECI
Non-conformances or deviations
RCA tools and methods, Brainstorming methods
More...
TONEX RCA and CAPA Management Training Format:
The course is fun and dynamic
The training is a combination of theory and practice
The theoretical section is delivered in the form of interactive presentation
The practical section includes exercising with real-world examples, individual/group activities, and hands-on workshops
Audience:
CAPA Management is a 4-day course designed for:
CRAs
Project Managers/CRA Managers
Principal Investigators
Site Research Directors/Managers
Clinical Research Coordinators
QA/QC staff
GMP personnel
All individuals who are involved in investigations in a pharmaceutical, clinical manufacturing, biologics and medical device environment.
Training Objectives:
CAPA Management training course, the attendees are able to:
Describe what RCA and CAPA are
Identify the non-compliance, Define the investigator
Discuss performance management concepts
Know the purpose of Corrective and Preventive Action
Improve their RCA and CAPA executive skills for effective site risk management
Understand the requirements in 21 CFR 820 Quality
System Regulation
Foster prevention actions
More...
Course Outline:
Overview of CAPA
RCA Definition
Non-Conformances or Deviations
Nonconformance Classification
Problem Solving Process
Creative Thinking Approaches
FMEA Application in Clinical Devices
Analysis and Prioritization Techniques
Digging Down for the Root Causes
Gathering Valuable Data for RCA and CAPA
Analyzing Data
Accidents Analysis and Role of Human Error
Role of Management Behaviors in the Success of RCA/CAPA
Implementing Corrective and Preventive Action Plans (CAPA)
Elements of Effective CAPA
Trending Requirements and CAPA
CAPA Regulatory Requirements
TONEX RCA and CAPA Hands-On Workshop Sample
Learn more. Request more information. Visit Tonex training website link below. Ask for anything related to CAPA (Corrective and Preventive Action) Management Training.
CAPA (Corrective and Preventive Action) Management Training
https://www.tonex.com/training-courses/capa-management-training/
This document provides an overview of corrective and preventive action (CAPA) requirements for medical device manufacturers. It discusses the purpose and context of the CAPA subsystem, when FDA reviews CAPAs, definitions, the CAPA process, procedures, data analysis, investigations, identifying required actions, and verifying the effectiveness of actions without adversely affecting the device. The key points are that CAPA is important for ensuring problems are detected and resolved, linked to other quality system requirements, and involves analyzing data, investigating causes, identifying appropriate corrective or preventive actions, and validating their effectiveness.
The document discusses the 5 Why's technique for root cause analysis. It can be used for troubleshooting, quality improvement, and problem solving. The process involves repeatedly asking "Why?" five times to determine the root cause of a problem by drilling down through its symptoms. Tools like Ishikawa charts, design of experiments, and statistical analysis can also aid in root cause analysis.
The document discusses elements of an effective Corrective and Preventive Action (CAPA) process. It outlines key aspects such as having a documented procedure, risk assessment, investigation techniques, defined action plans, effectiveness checks, and management review. The goals of a CAPA process are to determine the root cause of problems, implement corrective actions to address the cause, and verify that the actions were effective in preventing recurrence. An effective CAPA system relies on analyzing various quality data sources, taking actions to continuously improve products and processes, and demonstrating the ability to meet business and compliance needs over time.
A risk-based CAPA process is a common goal of medical device manufacturers, but until recently “risk-based” was not clearly defined.
The biggest fundamental change in both ISO 9001:2015 and ISO 13485:2016 is an emphasis on risk-based process management.
The CAPA process is the heart of your quality system and one of the most important processes. Therefore, this presentation gives you a whole new set of tools for managing your CAPA process using risk-based approach
A risk-based CAPA process is more than prioritization.
This presentation includes:
-An outline of the CAPA process and proposed risk management activities
-Various risk control options that can be integrated with corrective actions
-How to reconcile conflicts between the definitions for risk in ISO 9001:2015 and ISO 13485:2016
-And more...
Watch the presentation here: https://www.greenlight.guru/webinar/risk-based-capa-process
Operating Excellence is built on Corrective & Preventive ActionsAtanu Dhar
This document provides an overview of Corrective Action Preventive Action (CAPA) and how to implement an effective CAPA process. It defines CAPA and explains the difference between corrective and preventative actions. It outlines the benefits of a mature CAPA system, including increased quality, reduced costs from problems, and improved customer satisfaction. The document then discusses various tools that can be used in the CAPA process, including root cause analysis techniques like 5 Whys, fishbone diagrams, and Pareto charts to identify causes and prioritize actions. Examples are provided for how to apply these tools to analyze specific business processes.
The document outlines a 5-step process for successful Corrective and Preventive Action (CAPA): 1) Identify issues and nonconformances, 2) Implement corrective or preventive actions, 3) Verify that the actions addressed the issues, 4) Review the process for additional improvements, 5) Analyze data for trends. CAPA is important for compliance with Good Manufacturing Practices and focuses on both correcting past issues and preventing future discrepancies.
CAPA - Corrective and Preventive Action Management TrainingTonex
"CAPA Management training covers the rationale, concepts, tools, techniques, and practices of RCA and Corrective and Preventive Action (CAPA) management in FDA field".
TONEX RCA and CAPA Management Training Format
The course is fun and dynamic
The training is a blend of hypothesis and practice
The hypothetical area is conveyed as intuitive introduction
The reasonable area incorporates practicing with genuine precedents, singular/bunch exercises, and hands-on workshops
Learn About:
CAPA application and implementation
CAPA management
FDA’s requirements for CAPA systems
Importance of CAPA systems
CAPA system main components
The definition and differences of the terms corrections, corrective actions, and preventive actions
CAPA data sources
Methods of data analysis
CAPA data flow charts
CAPA tracking tools
Medical device reporting and tracking
FDA guidance for failure investigations and root cause analyses
FDA’s trending principals / ECI
Non-conformances or deviations
RCA tools and methods
Brainstorming methods
Problem solving tools
Process mapping / Regulatory resources
Corrective action plan development steps
Defining the problem statement properly
Isolating and containing the problems
Identifying the root cause
Developing an effective corrective action
Executing and validating the corrective action
Preventing recurrence
Preventive Action process
Communication
Course Outline
Overview of CAPA
RCA Definition
Non-Conformances or Deviations
Nonconformance Classification
Problem Solving Process
Creative Thinking Approaches
FMEA Application in Clinical Devices
Analysis and Prioritization Techniques
Digging Down for the Root Causes
Gathering Valuable Data for RCA and CAPA
Analyzing Data
Accidents Analysis and Role of Human Error
Role of Management Behaviors in the Success of RCA/CAPA
Implementing Corrective and Preventive Action Plans (CAPA)
Elements of Effective CAPA
Trending Requirements and CAPA
CAPA Regulatory Requirements
Call us today at +1-972-665-9786. Learn more about this course audience, objectives, outlines, seminars, pricing , any other information. Visit our website link below.
CAPA (Corrective and Preventive Action) Management Training
https://www.tonex.com/training-courses/capa-management-training/
CAPA (Corrective and Preventive Action) Management : Tonex TrainingBryan Len
CAPA Management training covers the rationale, concepts, tools, techniques, and practices of RCA and Corrective and Preventive Action (CAPA) management in FDA field. Root Cause Analysis (RCA) and Corrective and Preventive Action (CAPA) Management training course teaches you to develop an effective RCA investigation, and develop a corrective and preventive action plan suitable for the identified problems.
Learn About:
CAPA application and implementation
CAPA management
FDA’s requirements for CAPA systems
Importance of CAPA systems
CAPA system main components
CAPA data sources, Methods of data analysis
CAPA data flow charts, CAPA tracking tools
Medical device reporting and tracking
FDA guidance for failure investigations and root cause analyses
FDA’s trending principals, ECI
Non-conformances or deviations
RCA tools and methods, Brainstorming methods
More...
TONEX RCA and CAPA Management Training Format:
The course is fun and dynamic
The training is a combination of theory and practice
The theoretical section is delivered in the form of interactive presentation
The practical section includes exercising with real-world examples, individual/group activities, and hands-on workshops
Audience:
CAPA Management is a 4-day course designed for:
CRAs
Project Managers/CRA Managers
Principal Investigators
Site Research Directors/Managers
Clinical Research Coordinators
QA/QC staff
GMP personnel
All individuals who are involved in investigations in a pharmaceutical, clinical manufacturing, biologics and medical device environment.
Training Objectives:
CAPA Management training course, the attendees are able to:
Describe what RCA and CAPA are
Identify the non-compliance, Define the investigator
Discuss performance management concepts
Know the purpose of Corrective and Preventive Action
Improve their RCA and CAPA executive skills for effective site risk management
Understand the requirements in 21 CFR 820 Quality
System Regulation
Foster prevention actions
More...
Course Outline:
Overview of CAPA
RCA Definition
Non-Conformances or Deviations
Nonconformance Classification
Problem Solving Process
Creative Thinking Approaches
FMEA Application in Clinical Devices
Analysis and Prioritization Techniques
Digging Down for the Root Causes
Gathering Valuable Data for RCA and CAPA
Analyzing Data
Accidents Analysis and Role of Human Error
Role of Management Behaviors in the Success of RCA/CAPA
Implementing Corrective and Preventive Action Plans (CAPA)
Elements of Effective CAPA
Trending Requirements and CAPA
CAPA Regulatory Requirements
TONEX RCA and CAPA Hands-On Workshop Sample
Learn more. Request more information. Visit Tonex training website link below. Ask for anything related to CAPA (Corrective and Preventive Action) Management Training.
CAPA (Corrective and Preventive Action) Management Training
https://www.tonex.com/training-courses/capa-management-training/
This document provides an overview of corrective and preventive action (CAPA) requirements for medical device manufacturers. It discusses the purpose and context of the CAPA subsystem, when FDA reviews CAPAs, definitions, the CAPA process, procedures, data analysis, investigations, identifying required actions, and verifying the effectiveness of actions without adversely affecting the device. The key points are that CAPA is important for ensuring problems are detected and resolved, linked to other quality system requirements, and involves analyzing data, investigating causes, identifying appropriate corrective or preventive actions, and validating their effectiveness.
The document discusses the 5 Why's technique for root cause analysis. It can be used for troubleshooting, quality improvement, and problem solving. The process involves repeatedly asking "Why?" five times to determine the root cause of a problem by drilling down through its symptoms. Tools like Ishikawa charts, design of experiments, and statistical analysis can also aid in root cause analysis.
The document discusses elements of an effective Corrective and Preventive Action (CAPA) process. It outlines key aspects such as having a documented procedure, risk assessment, investigation techniques, defined action plans, effectiveness checks, and management review. The goals of a CAPA process are to determine the root cause of problems, implement corrective actions to address the cause, and verify that the actions were effective in preventing recurrence. An effective CAPA system relies on analyzing various quality data sources, taking actions to continuously improve products and processes, and demonstrating the ability to meet business and compliance needs over time.
A risk-based CAPA process is a common goal of medical device manufacturers, but until recently “risk-based” was not clearly defined.
The biggest fundamental change in both ISO 9001:2015 and ISO 13485:2016 is an emphasis on risk-based process management.
The CAPA process is the heart of your quality system and one of the most important processes. Therefore, this presentation gives you a whole new set of tools for managing your CAPA process using risk-based approach
A risk-based CAPA process is more than prioritization.
This presentation includes:
-An outline of the CAPA process and proposed risk management activities
-Various risk control options that can be integrated with corrective actions
-How to reconcile conflicts between the definitions for risk in ISO 9001:2015 and ISO 13485:2016
-And more...
Watch the presentation here: https://www.greenlight.guru/webinar/risk-based-capa-process
This document provides an overview of root cause analysis (RCA) and corrective and preventive action (CAPA) processes. It defines failure, outlines objectives of investigations such as corrective actions and preventive actions. It discusses quality of investigations and common but incorrect initial responses. The document then covers starting an RCA with a positive mindset, avoiding bias, not blaming individuals, and effective teamwork. Steps in an investigation and CAPA process are defined including identification, risk assessment, immediate action, root cause analysis, action planning, implementation and follow-up. Tools for root cause analysis like brainstorming, field trips, 5 whys, and Ishikawa diagrams are described.
In pharmaceutical industry any investigation is concluded with "Human error" as root cause then understanding needs to be built for the root cause analysis.
It is very easy to conclude as Human error, but difficult to justify.
These Presentation includes
1. Trend of Human error in various industries.
2. Facts and Finding on Human error
3. Definition of Human error.
4. Viewpoint "Human Error"
5. Understanding of Human error part-1 and 2.
6. Contributing factors for human error.
7. Human weaknesses.
8. Human limitations.
9. Let's Have part (Secret game zone)
10. Human error investigation
11. Human error reduction
12. Thank you note
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The 5 Whys is a root cause analysis tool used to identify the underlying cause of a problem by repeatedly asking "Why?". It involves asking "Why?" five times to get to the root of a problem. You start with a problem statement and work your way down by asking "Why?" until you identify the root cause. It is important to clearly define the problem, ask full questions, and follow the thought process through five iterations or until the root cause becomes clear. The goal is to identify the systemic cause that allowed the problem to occur rather than just resolving the problem itself.
This document provides an overview of Root Cause Analysis (RCA) training. RCA is an objective methodology used to determine the underlying causes of problems within an organization. The goals of RCA are to analyze problems to identify what happened, how it happened, and why it happened, in order to develop actions to prevent reoccurrence. RCA training teaches techniques to identify causes of problems, solve issues, and prevent future issues, saving organizations time, money, and resources. RCA is applied to analyze a variety of events like accidents, errors, and failures to develop preventative actions.
The document discusses root cause analysis training for identifying true root causes of incidents. It explains that root cause analysis involves establishing an investigation team, collecting information, listing facts, and working backwards from the incident result to identify all contributing factors through a "why, why, why" process. True root causes are found by identifying management system failures and addressing both physical conditions and human behaviors. Corrective actions must then be implemented to prevent recurrence.
The document discusses Good Automated Manufacturing Practice (GAMP), which are guidelines for manufacturers and users of automated systems in the pharmaceutical industry published by the International Society for Pharmaceutical Engineering (ISPE). GAMP aims to ensure pharmaceutical products have the required quality by establishing principles and procedures for validating automated systems. Key aspects of GAMP covered in the document include focusing on building quality into each stage of manufacturing rather than testing it in, covering all production aspects from raw materials to staff training. The document also summarizes the GAMP5 guidelines released in 2008, which provide a framework for validating computerized systems to ensure they are fit for use and compliant with regulations. GAMP5 emphasizes product and process understanding, a lifecycle approach,
This document provides information and steps for performing a root cause analysis when investigating failures or mishaps. It defines key terms like proximate cause, root cause, and root cause analysis. The root cause analysis process involves clearly defining the undesired outcome, gathering data, creating a timeline, developing a causal factors tree to identify all potential underlying causes, and determining the root causes and solutions to prevent recurrence.
How can we prevent accidents caused by human error? This presentation deals with typical examples of severe accidents related to human errors, and shows methods to prevent them.
InstantGMP Compliance Series - Managing Deviations for Improved ComplianceInstantGMP™
Any time a deviation is made from the process in the batch production record, it has to be recorded, investigated and disposition. This presentation provides details on how this is done.
This document discusses human error and approaches to reducing it. It begins by defining human error as mistakes that cause accidents or bad outcomes. It then explores common causes of human error, including mental overload, poor work environments, habituated behaviors, poor understanding, and flawed decision making. Finally, it proposes solutions focused on simplification, such as better designed standard operating procedures, more precise practices, minimizing multi-tasking, addressing stress and ergonomics in the work environment, replacing bad habits through precise practice and feedback, and using fact-based and systematic approaches to decision making. The overall message is that human error can be reduced by simplifying systems and processes to better account for human limitations and behaviors.
Introduction to Understanding Human errors in Pharmaceutical IndustriesKarishmaRK
This document provides an overview of human error, including its causes and how it can be prevented. It discusses that human error is often cited as a cause in accidents and disasters across many industries. Regulatory bodies require confirming that process or system errors were not overlooked before attributing an issue to human error. The document then covers the psychology and science behind why humans make errors, identifying three stages of human cognition - planning, storage, and execution - where errors can occur. It also discusses types of errors like slips, lapses, and mistakes. Finally, it emphasizes that while human nature cannot change, the conditions where humans work can be changed to help prevent errors by considering factors like procedures, training, process design, environment, and
Data integrity, Pharmaceutical industry, Good Manufacturing Practice, GMP, Guidelines, Data management, DI and GMP Compliance, paper and electronic data, Archive and back up
Presentation on data integrity in Pharmaceutical IndustrySathish Vemula
Presentation on data integrity in Pharmaceutical Industry
Contents:
- Definition & Basics
- Criteria for integrity of laboratory data
- Regulatory Requirements
- Barriers to Complete Data
- Possible data integrity problems
- Previous observations
- FDA Warning Letters – 2013
- FDA Warning Letters – 2014
- FDA 483’s related to data integrity
- EU – Non compliance Reports
- WHO - Notice of Concern
- Summary of Data Integrity issues
- Consequences- Rebuilding Trust
- Conclusion
This document discusses corrective and preventive action (CAPA) systems. It defines key terms like nonconformance and defines CAPA's goals of eliminating causes of non-conformities. CAPA has two functions - corrective actions to address root causes of problems, and preventive actions to prevent reoccurrence. The document outlines objectives of an effective CAPA system and provides steps to implement corrective and preventive actions, including defining problems, identifying causes, designing measures, and ensuring documentation is updated. It stresses the importance of planning, communication, and documentation for successful CAPA execution.
The document discusses the differences between chronic and sporadic problems and the appropriate approaches to address each type. It defines chronic problems as existing for some time and requiring improvement projects to attain breakthroughs. Sporadic problems are deviations that require troubleshooting to restore normal performance. The document outlines the sequence for breakthrough analysis including diagnosis to find root causes and developing remedies. It also summarizes the key steps in troubleshooting sporadic problems and the link between root cause analysis and the management by fact approach.
Root Cause Analysis (RCA) is a structured technique used to identify the underlying cause of problems. It involves defining the problem, finding the cause, and charting a solution. The process typically includes determining what happened, why it happened, and what can be done to prevent reoccurrence. RCA aims to address the real cause of problems rather than just the symptoms. One common technique in RCA is the "5 Whys" method, which involves repeatedly asking "Why?" until the root cause is identified. RCA benefits organizations by helping improve processes, create lasting solutions, and develop a roadmap for thorough understanding. However, its limitations include assuming a single source of problems when in reality issues can have multiple interconnected causes.
Effective CAPA Implementation in a Management System - Praneet SurtiPraneet Surti
The document discusses the Corrective Action and Preventive Action (CAPA) process. It defines CAPA as a structured way to investigate non-conformities, determine appropriate corrections and actions, and measure their effectiveness. It outlines the key steps in the CAPA process including defining the problem, investigating the root cause, determining corrective and preventive actions, implementing solutions, and measuring effectiveness. The document emphasizes that the goal of CAPA is to eliminate causes of issues in order to prevent recurrence and notes that a mature CAPA system can help continuously improve products, services, and compliance.
Trends changed from Non compliance to RR --> Gap to RR --> Data Integrity --> DIB --> Smart Audit & Smart Data.
RR = Regulatory Requirements
DIB = Data Integrity Breach
Take a serious Note for Data Integrity whether you are small or big organization. Your Data is the Heart of your business. Regulatory bodies are highly conscious about such issues. For beginners in this path, my small note can help you a lot.
The 7 Deadly Sins of Quality Assurance and Quality Control - Pharma IQ eBookPharma IQ
The Seven Sins of QA and QC are those transgressions which are detrimental to quality and profitability. You will probably commit some of them every day. We asked the global pharmaceutical community what they thought were the biggest sins that people commit in quality assurance and quality control and the same ones kept coming up over and over again.
This document provides an overview of root cause analysis (RCA) and corrective and preventive action (CAPA) processes. It defines failure, outlines objectives of investigations such as corrective actions and preventive actions. It discusses quality of investigations and common but incorrect initial responses. The document then covers starting an RCA with a positive mindset, avoiding bias, not blaming individuals, and effective teamwork. Steps in an investigation and CAPA process are defined including identification, risk assessment, immediate action, root cause analysis, action planning, implementation and follow-up. Tools for root cause analysis like brainstorming, field trips, 5 whys, and Ishikawa diagrams are described.
In pharmaceutical industry any investigation is concluded with "Human error" as root cause then understanding needs to be built for the root cause analysis.
It is very easy to conclude as Human error, but difficult to justify.
These Presentation includes
1. Trend of Human error in various industries.
2. Facts and Finding on Human error
3. Definition of Human error.
4. Viewpoint "Human Error"
5. Understanding of Human error part-1 and 2.
6. Contributing factors for human error.
7. Human weaknesses.
8. Human limitations.
9. Let's Have part (Secret game zone)
10. Human error investigation
11. Human error reduction
12. Thank you note
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms.
The 5 Whys is a root cause analysis tool used to identify the underlying cause of a problem by repeatedly asking "Why?". It involves asking "Why?" five times to get to the root of a problem. You start with a problem statement and work your way down by asking "Why?" until you identify the root cause. It is important to clearly define the problem, ask full questions, and follow the thought process through five iterations or until the root cause becomes clear. The goal is to identify the systemic cause that allowed the problem to occur rather than just resolving the problem itself.
This document provides an overview of Root Cause Analysis (RCA) training. RCA is an objective methodology used to determine the underlying causes of problems within an organization. The goals of RCA are to analyze problems to identify what happened, how it happened, and why it happened, in order to develop actions to prevent reoccurrence. RCA training teaches techniques to identify causes of problems, solve issues, and prevent future issues, saving organizations time, money, and resources. RCA is applied to analyze a variety of events like accidents, errors, and failures to develop preventative actions.
The document discusses root cause analysis training for identifying true root causes of incidents. It explains that root cause analysis involves establishing an investigation team, collecting information, listing facts, and working backwards from the incident result to identify all contributing factors through a "why, why, why" process. True root causes are found by identifying management system failures and addressing both physical conditions and human behaviors. Corrective actions must then be implemented to prevent recurrence.
The document discusses Good Automated Manufacturing Practice (GAMP), which are guidelines for manufacturers and users of automated systems in the pharmaceutical industry published by the International Society for Pharmaceutical Engineering (ISPE). GAMP aims to ensure pharmaceutical products have the required quality by establishing principles and procedures for validating automated systems. Key aspects of GAMP covered in the document include focusing on building quality into each stage of manufacturing rather than testing it in, covering all production aspects from raw materials to staff training. The document also summarizes the GAMP5 guidelines released in 2008, which provide a framework for validating computerized systems to ensure they are fit for use and compliant with regulations. GAMP5 emphasizes product and process understanding, a lifecycle approach,
This document provides information and steps for performing a root cause analysis when investigating failures or mishaps. It defines key terms like proximate cause, root cause, and root cause analysis. The root cause analysis process involves clearly defining the undesired outcome, gathering data, creating a timeline, developing a causal factors tree to identify all potential underlying causes, and determining the root causes and solutions to prevent recurrence.
How can we prevent accidents caused by human error? This presentation deals with typical examples of severe accidents related to human errors, and shows methods to prevent them.
InstantGMP Compliance Series - Managing Deviations for Improved ComplianceInstantGMP™
Any time a deviation is made from the process in the batch production record, it has to be recorded, investigated and disposition. This presentation provides details on how this is done.
This document discusses human error and approaches to reducing it. It begins by defining human error as mistakes that cause accidents or bad outcomes. It then explores common causes of human error, including mental overload, poor work environments, habituated behaviors, poor understanding, and flawed decision making. Finally, it proposes solutions focused on simplification, such as better designed standard operating procedures, more precise practices, minimizing multi-tasking, addressing stress and ergonomics in the work environment, replacing bad habits through precise practice and feedback, and using fact-based and systematic approaches to decision making. The overall message is that human error can be reduced by simplifying systems and processes to better account for human limitations and behaviors.
Introduction to Understanding Human errors in Pharmaceutical IndustriesKarishmaRK
This document provides an overview of human error, including its causes and how it can be prevented. It discusses that human error is often cited as a cause in accidents and disasters across many industries. Regulatory bodies require confirming that process or system errors were not overlooked before attributing an issue to human error. The document then covers the psychology and science behind why humans make errors, identifying three stages of human cognition - planning, storage, and execution - where errors can occur. It also discusses types of errors like slips, lapses, and mistakes. Finally, it emphasizes that while human nature cannot change, the conditions where humans work can be changed to help prevent errors by considering factors like procedures, training, process design, environment, and
Data integrity, Pharmaceutical industry, Good Manufacturing Practice, GMP, Guidelines, Data management, DI and GMP Compliance, paper and electronic data, Archive and back up
Presentation on data integrity in Pharmaceutical IndustrySathish Vemula
Presentation on data integrity in Pharmaceutical Industry
Contents:
- Definition & Basics
- Criteria for integrity of laboratory data
- Regulatory Requirements
- Barriers to Complete Data
- Possible data integrity problems
- Previous observations
- FDA Warning Letters – 2013
- FDA Warning Letters – 2014
- FDA 483’s related to data integrity
- EU – Non compliance Reports
- WHO - Notice of Concern
- Summary of Data Integrity issues
- Consequences- Rebuilding Trust
- Conclusion
This document discusses corrective and preventive action (CAPA) systems. It defines key terms like nonconformance and defines CAPA's goals of eliminating causes of non-conformities. CAPA has two functions - corrective actions to address root causes of problems, and preventive actions to prevent reoccurrence. The document outlines objectives of an effective CAPA system and provides steps to implement corrective and preventive actions, including defining problems, identifying causes, designing measures, and ensuring documentation is updated. It stresses the importance of planning, communication, and documentation for successful CAPA execution.
The document discusses the differences between chronic and sporadic problems and the appropriate approaches to address each type. It defines chronic problems as existing for some time and requiring improvement projects to attain breakthroughs. Sporadic problems are deviations that require troubleshooting to restore normal performance. The document outlines the sequence for breakthrough analysis including diagnosis to find root causes and developing remedies. It also summarizes the key steps in troubleshooting sporadic problems and the link between root cause analysis and the management by fact approach.
Root Cause Analysis (RCA) is a structured technique used to identify the underlying cause of problems. It involves defining the problem, finding the cause, and charting a solution. The process typically includes determining what happened, why it happened, and what can be done to prevent reoccurrence. RCA aims to address the real cause of problems rather than just the symptoms. One common technique in RCA is the "5 Whys" method, which involves repeatedly asking "Why?" until the root cause is identified. RCA benefits organizations by helping improve processes, create lasting solutions, and develop a roadmap for thorough understanding. However, its limitations include assuming a single source of problems when in reality issues can have multiple interconnected causes.
Effective CAPA Implementation in a Management System - Praneet SurtiPraneet Surti
The document discusses the Corrective Action and Preventive Action (CAPA) process. It defines CAPA as a structured way to investigate non-conformities, determine appropriate corrections and actions, and measure their effectiveness. It outlines the key steps in the CAPA process including defining the problem, investigating the root cause, determining corrective and preventive actions, implementing solutions, and measuring effectiveness. The document emphasizes that the goal of CAPA is to eliminate causes of issues in order to prevent recurrence and notes that a mature CAPA system can help continuously improve products, services, and compliance.
Trends changed from Non compliance to RR --> Gap to RR --> Data Integrity --> DIB --> Smart Audit & Smart Data.
RR = Regulatory Requirements
DIB = Data Integrity Breach
Take a serious Note for Data Integrity whether you are small or big organization. Your Data is the Heart of your business. Regulatory bodies are highly conscious about such issues. For beginners in this path, my small note can help you a lot.
The 7 Deadly Sins of Quality Assurance and Quality Control - Pharma IQ eBookPharma IQ
The Seven Sins of QA and QC are those transgressions which are detrimental to quality and profitability. You will probably commit some of them every day. We asked the global pharmaceutical community what they thought were the biggest sins that people commit in quality assurance and quality control and the same ones kept coming up over and over again.
This document outlines a seven step process for Corrective and Preventive Action (CAPA) programs: 1) Identification, 2) Evaluation, 3) Investigation, 4) Analysis, 5) Action Plan, 6) Implementation, and 7) Follow-Up. It defines corrective and preventive actions and provides examples. A comprehensive CAPA process identifies problems, determines the root cause, develops a plan to fix the problem and prevent recurrence, implements the plan, and ensures effectiveness. The seven steps provide a framework to systematically address issues in a way that satisfies regulatory requirements and drives continuous improvement.
A CAPA (corrective and preventative action) program is an important indicator of a company's overall compliance efforts. It is considered a "bellwether" by the FDA. An effective CAPA program follows a closed-loop process to identify, correct, and eliminate quality issues and potential problems. It analyzes multiple sources of quality data. Failing to properly establish and maintain CAPA procedures is a common violation cited by the FDA. Ensuring a strong CAPA program that satisfies regulations like ISO 13485 and 21 CFR Part 820 can help reduce compliance risks during FDA inspections.
The document provides 7 best practices for highly effective continuous improvement teams:
1. Assemble a cross-functional team from different departments to bring diverse perspectives.
2. Uncover relevant and achievable goals by prioritizing areas with the most opportunity for productivity gains.
3. Avoid relying on artificially high efficiency metrics and instead use accurate, unbiased measurements to identify real opportunities.
4. Selectively involve operators to provide input while minimizing interference with operations.
5. Make metrics digital and automated to provide timely, accurate data for root cause analysis.
6. Implement quality improvements by addressing root causes of defects to avoid costly recalls.
7. Benchmark performance against other plants and industry leaders.
CAPA: Using Risk-Based Decision-Making Toward ClosureApril Bright
Implementing a risk‐based CAPA process within a QMS is a necessity in the improvement of controls aligned with product and process non-conformances, adverse events, audit findings, complaints, etc. Making decisions concerning scope and extent about these “defectives” is a modern and cost-saving approach to improvement and compliance. Every non-conformity does not force you to open a corrective action. While almost every problematic issue needs at least a correction, the biggest payback is to use corrective actions on systemically-driven problems that are repetitive and recurring.
Applying the methods of determining risk to the device’s complete life cycle will give your company a complete look at all of the device’s risks—including those relative to processes. Manufacturers should be able to justify that they have reduced the risks as far as possible as part of their risk management plan and ongoing corrective and preventive actions.
Metrics can help improve quality, performance, and success when effectively implemented. The document discusses roles and responsibilities of pharmaceutical companies and contract manufacturing organizations in utilizing metrics. It provides examples of common industry metrics and recommends focusing on a few leading metrics to drive continuous improvement, regularly assessing data and taking corrective actions. Effective communication of metrics between sponsors and partners is key to obtaining benefits.
This document provides information about an online training webinar on effective root cause analysis. The webinar will be led by Betty Lane, an experienced quality assurance consultant. Attendees will learn about root cause analysis techniques and how they can be applied to corrective action systems, process control, and risk management. The webinar objectives are to explain what root cause analysis is, why it is important, and techniques that can be used. Personnel involved in quality management, engineering, auditing and manufacturing would benefit from attending.
Xybion presents the 7 Habits of Highly Effective CAPA programs. This detailed webinar provides best practices and deep-dive informaiton on how to implement a CAPA program in a regulated industry.
This newsletter provides information about Nadcap audits and common nonconformances. It discusses the Nadcap Welding Task Group and most frequent nonconformances found during welding audits, such as a lack of documented procedure to control electrodes and non-compliance with pre-weld preparation procedures. The newsletter aims to help suppliers strengthen process control to avoid these common pitfalls and better prepare for Nadcap audits. It also provides an overview of the second part of a two-part article on root cause analysis methodology according to Nadcap standards.
CAPA Management | What is CAPA? | Corrective And Preventive ActionAnil Chaudhari
CAPA (Corrective and Preventive Action) is a quality management system used in the pharmaceutical and medical device industries to continuously improve processes, procedures, and the organization. CAPA involves corrective actions to address existing issues and preventive actions to prevent potential problems. The CAPA process follows the PDCA (Plan-Do-Check-Act) cycle. PDCA involves planning improvements, implementing them, checking results, and acting to correct or improve further. The goal of CAPA and PDCA is continual improvement through systematically addressing problems, identifying root causes, and verifying that issues have been resolved.
This document discusses deviation handling and root cause analysis. It defines deviations as departures from standard procedures and outlines regulatory expectations to investigate deviations and prevent reoccurrence. The basic process flow for handling deviations includes identification, assessment, classification, investigation and corrective actions. Root cause analysis is presented as a method to systematically identify underlying causes of problems using techniques like brainstorming, 5 whys, and cause-and-effect diagrams. The goals of root cause analysis are failure identification, analysis, and resolution through an iterative process.
Corrective actions and preventive actionsANKUSH JADHAV
This document discusses corrective and preventive actions (CAPA) in quality management. CAPA aims to eliminate causes of non-conformities or undesirable situations. It has two functions - corrective action finds root causes of problems and takes direct action, while preventive action informs an organization to prevent problems from recurring. Successful CAPA implementation requires effective planning, preparation, writing, evaluation, procedure updates, execution proof, change management and meetings. CAPA plays an important role in continuously improving products and processes in a quality management system.
This document discusses quality in operations management. It provides an overview of common obstacles to quality improvement such as losing focus, taking on too many projects at once, and chasing "silver bullet" solutions. It then describes several quality management tools including check sheets, control charts, Pareto charts, scatter plots, Ishikawa diagrams, histograms. The document concludes by listing additional quality-related topics.
This document outlines the key elements of a quality management system, including a quality policy, quality objectives, quality manual, organizational structure, data management, purchasing processes, customer satisfaction, continuous improvement, quality instruments, and document control. The quality policy is a statement by top management regarding product quality expectations. Quality objectives define measurable goals for achieving the quality policy. The quality manual details how the quality management system operates. The organizational structure links quality responsibility to executive levels. Data management develops architectures and procedures for information lifecycles. Purchasing and other processes are also covered.
The document provides an overview of quality management for beginners, including definitions and examples of common quality management tools such as check sheets, control charts, Pareto charts, scatter plots, and histograms. It also gives steps for implementing quality control standards and obtaining ISO certification. Additional resources on topics like quality management systems, courses, and standards are listed.
- Supplier charge-backs allow manufacturers to charge suppliers for costs associated with non-conforming components, helping introduce accountability into the supply chain. However, most manufacturers only recover material costs and miss out on additional "non-material costs" which can exceed material costs.
- Implementing an integrated quality management system (QMS) across the organization, including suppliers, can help systematically reduce the cost of poor quality (COPQ). A QMS provides a closed-loop corrective action process to remedy quality problems.
- Web-based QMS systems allow information sharing between manufacturers and suppliers to reduce COPQ throughout the supply chain. This helps prevent quality issues before non-conforming components arrive.
This document provides an overview of Total Quality Management (TQM) concepts including definitions of quality, inspection, quality control, quality assurance, and quality management. It discusses quality gurus like Deming, Juran, Crosby, and Taguchi and some of their key philosophies and tools. Specifically, it covers Deming's PDCA cycle and 14 points, Juran's quality trilogy, Crosby's 14 points and concept of "quality is free", and Taguchi's concept of customer tolerance limits and quality loss function which quantifies costs of poor quality over the lifetime of a product.
This document discusses common problems that can arise with root cause analysis (RCA) processes and provides tips to overcome them. It begins by introducing common pain points such as solutions not getting implemented, resistance to change, and lack of a defined RCA process. Each pain point is then explored in more detail with explanations of how they can negatively impact an RCA program. The document concludes by providing practical tips and recommendations for establishing an effective RCA process that addresses each of the pain points.
Qualityze CAPA Management software system is a powerful and highly configurable cloud-based solution that enables compliance with the most stringent quality standards.
Qualityze EQMS Suite consist of next generation quality management software that can help all types of industries. All the process are developed on salesforce platform and ensures to meet quality norms.
Qualityze CAPA Management Solution is designed to help organizations take a holistic approach to eliminate systemic quality issues and prevent their recurrence. It builds a closed-loop CAPA workflow to determine, analyze, and eliminate the actual root cause, enabling organizations to take a proactive approach to risk management. It is a cloud-based, configurable solution that enables your quality teams to align different investigation tools, including 5 Whys, Fishbone, and many more, with CAPA processes for effective and efficient resolution.
Qualityze CAPA Management comes with advanced reporting tools and an audit trail that increases traceability through CAPA trends and encourages informed decision-making. Furthermore, you can reduce the cost of product rework and meet compliance with applicable regulatory standards. It seamlessly integrates with existing business applications to give you more control and confidence in managing CAPA records. Let Qualityze CAPA Management Solution manage your CAPA-related processes efficiently than ever.
Get detailed information on the CAPA module in the following presentation.
If you have any more questions, please get in touch with us at 1-877-207-8616 or write to us at info@qualityze.com, and we will be right there for you.
Best Enterprise Quality Management SoftwareQualityze Inc
Qualityze EQMS Suite is a comprehensive solution that enables organizations to proactively manage their quality, safety, and compliance issues while fostering a culture of continuous improvement. It is a set of ten powerful modules that helps to build a closed-loop quality management system. Each module comes with unique functionalities and can seamlessly integrate with the existing business applications to provide more control and confidence in managing data. It also enables you to make data-driven decisions to reduce overhead expenses.
Qualityze is an easy-to-customize, intuitive, and powerful quality management solution that can scale with your business’ ever-growing and changing needs. It is driven on a cloud platform, so you can leverage more flexibility and accessibility to manage business processes globally. It comes with pre-defined templates, audit trails, configurable workflows, electronic signatures, and much more. Get detailed information on each module in the following presentation.
If you have any more questions, please get in touch with us at 1-877-207-8616 or write to us at info@qualityze.com, and we will be right there for you.
Qualityze’s highly configurable and flexible audit management software solution enabling adaptive to various types of audits such as Internal, External, Third Party, Ad-Hoc, Regulatory, Supplier, IT and for organizations to perform regular audits and risk management to ensure product safety and quality.
We provide Audit Management Software with improvd quality, reduce costs involved in preparing for and conducting audits.
Qualityze effectively manages audit management workflow with the following steps
Creating an Audit Plan
Scheduling an Audit
Preparing an Audit
Executing Audit
Track findings
Non conformance Management and Tracking software Qualityze Inc
Qualityze’s Non conformance Software helps to automate and streamline the process for identifying, evaluating, reviewing, and tracking nonconforming parts and ensure real-time visibility of critical information of the nonconformance system to help you make an informed quality decision.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
CAKE: Sharing Slices of Confidential Data on BlockchainClaudio Di Ciccio
Presented at the CAiSE 2024 Forum, Intelligent Information Systems, June 6th, Limassol, Cyprus.
Synopsis: Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automating such processes, even when only partial trust exists among participants. The data stored on the blockchain is replicated across all nodes in the network, ensuring accessibility to all participants. While this aspect facilitates traceability, integrity, and persistence, it poses challenges for adopting public blockchains in enterprise settings due to confidentiality issues. In this paper, we present a software tool named Control Access via Key Encryption (CAKE), designed to ensure data confidentiality in scenarios involving public blockchains. After outlining its core components and functionalities, we showcase the application of CAKE in the context of a real-world cyber-security project within the logistics domain.
Paper: https://doi.org/10.1007/978-3-031-61000-4_16
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
20240609 QFM020 Irresponsible AI Reading List May 2024
Capa management software
1. 5 MOST COMMON Reasons
Behind CAPA Management
Problems (And, How to Deal with
them)
2. Maintaining discipline of processes, workflows, quality
management, and continuous improvement is difficult without
Corrective and Preventive Actions (CAPA) process especially if
you are associated with a highly regulated industry like Life
Science. The technology intervention has positively impacted
the effectiveness of CAPA with the introduction of CAPA
Management software systems.
For every organization having a quality management system
software, the Corrective and Preventive Actions (CAPA) process
is an inevitable part to ensure all the quality issues are
inspected, analyzed, and corrected thoroughly.
3. What is CAPA?
Before heading to the discussion of 5 MOST COMMON
Problems with CAPA Management, it would be
sensible to understand the concept of CAPA. It will
help you have a better understanding of every step.
CAPA refers to the improvements that any
organization makes to manage non-conformities and
eliminate its root-cause to prevent their reoccurrence.
It is basically a defined set of actions by the regulatory
authority that the organizations take to eliminate the
quality issues and their reoccurrences – be it for
manufacturing, procedures, documentation, or the
system itself.
4. CAPA comprises of two elements: Corrective Actions, and Preventive
Actions.
Corrective Actions
The actions that an organization takes to eliminate
nonconformities for preventing their reoccurrence.
Any corrective action shall be taken without any ado.
Also, the actions taken shall be effective enough over
the effects of the nonconformities identified.
Preventive Actions
The actions that an organization takes to eliminate
the possible causes of the potential nonconformities
to prevent problem occurrence well-in-advance. The
actions taken shall be effective enough to restrict the
effects of potential problems.
5. Now that you understand the concept of CAPA
in detail, it’s time to bring in the discussion
about the 5 MOST COMMON Reasons that
result in Problems with CAPA Management
along with the possible solutions.
• The five important reasons why there are
problems with CAPA implementation:
• No Cross-Functionality
• Being Reactive, Not Proactive
• Over usage vs Under usage
• Poor Root Cause Identification
• Poorly Defined CAPA Process
6. No Cross Functionality
CAPA is generally a process that medical device
companies own for their quality functions. Quality
is actually responsible to determine when exactly
CAPA is needed as it plays a vital role in the
implementation and effectiveness of the quality
management system.
Is it justified for a quality function to categorize
the nonconformities as CAPA without considering
all the aspects and inputs? Definitely not!
Do organizations collect data and information
from the resources to take decisions on
categorization? It is doubtful due to a lack of
transparency and commitment among the
departments.
In fact, most of the medical devices company
don’t have their trustworthy source of truth that
could enable them to make informed decisions.
7. Being Reactive, Not Proactive
In the majority of the nonconformity’s occurrences, there have been
reactions to resolve them rather than adopting any preventions to restrict
their occurrences by eliminating the possible causes. It is not the case
with medical device companies, it is, unfortunately, the case with every
other industry including automotive.
The reactive approach is not a long-term solution because organizations
are preparing for the nonconformities to happen while they should
identify the ways to prevent nonconformities from happening.
The medical device company doesn’t have easy access to all the data
sources, which keeps them at lagging position, not on leading.
There is a need for systems that can help identify issues before they
transform into bigger problems for end users as well as companies.
8. Over Usage Vs Under Usage
Over usage is yet another significant and systemic
problem that medical device companies encounter in
CAPA.
You can understand the concept of over usage with an
example. Let say, you receive a complaint in a product,
or you encountered a nonconformance. Will this much
of information be enough for declaring the event as
CAPA.
This is the most commonly observed issue with CAPA
management as medical device companies create a lot
of CAPAs over time to review and resolves while many
issues don’t even need much attention or
investigation.
It is an agreeable situation that under-usage or
ignoring the early signs of the problems can result in
bigger troubles. This indicates the need for an effective
CAPA Software that can perform complete data
analysis to identify the early signs backed with similar
cases that happened before.
9. Poor Root Cause Identification
An example here could be –for an error that caused a part to be made that did not
fit into the machine assembly:
• Why did the part not fit? – The part was too small.
• Why was the part too small? – The measurements were incorrect.
• Why were the measurements incorrect? – The mechanical engineer did
not take down the dimensions correctly.
• Why didn’t he take down right dimensions? – Because his tools were not
calibrated properly.
• Why his tools were not calibrated properly? – Because of his ignorance.
After the 5 Whys approach, a company needs to refer to cross-functional resources
to have confirmed information about the root cause(s).
Having great tools and CAPA management software improves the root cause
determination, which will result in an effective CAPA process in the longer run.
Make sure you don’t ignore the root cause aspect to keep all your quality
management effective.
10. Poorly Defined CAPA Process
Defining the CAPA process is often a
huge issue especially for the medical
device’s companies. Companies, in
fact, don’t have any idea about
managing the CAPA process effectively.
The root cause of ineffective CAPA
process lies in its poor-definition of the
resources and actions.
You must make sure that the CAPA
process is appropriately defined and
communicated to your employees or
the people involved so that right
action(s) can be taken at right time
through a well-structured workflow.
11. What is A Possible Solution?
Firstly, it is important for organizations to realize that CAPA is
something cross-functional in nature. Having a cross-functional
team to review and report the quality issues especially the ones
qualify for the CAPA process. Such a team is commonly referred
to as MRB i.e. Management Review Board that includes a
representative from every team including quality, operations,
manufacturing, and regulatory.
The MRB team can keep the frequency of their reviews as
weekly and closely review every issue – be it addressed through
customer complaints/feedback, internal audits, or
nonconformances reports.
12. • The goal of the MRB team is to review, assess, evaluate,
correct, prevent, and control quality issues while
documenting all the relevant information. However,
documenting all the details manually is not feasible. It is
sensible to go for CAPA Management software that
enables organizations to store as much as CAPA
information and documentation they want.
• Additionally, a CAPA software ensures a properly
defined process with optimum use of resources to
mitigate risks and possibilities of non-conformances.
• Wouldn’t you like to make your quality management
system and processes more effective? Integrate ISO
9001 quality management software like Qualityze in it
today!