The document discusses the benefits of implementing an advanced electronic batch recording (EBR) system integrated with a manufacturing execution system (MES) for pharmaceutical manufacturers. It summarizes that such a system can help optimize production processes, speed up time-to-market, reduce costs through greater efficiencies and reduced waste and errors, ease regulatory compliance demands, and enable serialization capabilities to combat counterfeiting as required by emerging regulations. Implementing an EBR/MES system provides opportunities to cut batch review times, lower operating costs, improve inventory management, and support global compliance requirements in a cost-effective manner.
MES - Manufacturing Execution System ExplainedMRPeasy
Manufacturing Execution System - what is it and what it is not - too many manufacturers get it wrong. Find out more information at http://www.mrpeasy.com
Optiflow-Le Manufacturing Execution System is a suite of scalable integrated tools, that synchronize your plant-floor operations with supply chain, materials, inventory & business processes, resulting in greater overall performance.
Includes Factory Intelligence, PDM / PLM, Detailed scheduling & Sequencing, BPM Modeler, Capacity Management, Workforce Management, Integration & Collaboration, Data Acquisition and advanced measurement tools such as OEE & OLE.
Manufacturing Execution System for Industry-I am pleased to share details about our successfully working model, as how we can provide you with innovative & industry proven Plant Intelligence Solutions for Automotive Manufacturing Plant like yours to give you following benefits in Real Time Environment:
• Informed decisions based on Data Analytics
• Streamlined and Optimized Operations
• Improved Productivity
• Reduce Total Defects
• Reduced Inventory
• Lean, “Smart” MES approach and application coverage for low TCO
• Improved return on assets and investments (ROA/ ROI)
• Improved Equipment Up-Time
• Improved responsiveness, improved plant throughput time
• Enhanced Real Time visibility into production data
We have successfully served as per expectations of many End-Users in Manufacturing, Food & Beverage, Pharma, Oil & Gas, Petrochemical , Cement, Power, & metals Industry. We have more than 5000+ software installations throughout India with proven track record in almost every industry vertical and have delivered projects to 40+ countries in every continent including Americas, Europe, Asia, Africa, and Australia.
MES - Manufacturing Execution System ExplainedMRPeasy
Manufacturing Execution System - what is it and what it is not - too many manufacturers get it wrong. Find out more information at http://www.mrpeasy.com
Optiflow-Le Manufacturing Execution System is a suite of scalable integrated tools, that synchronize your plant-floor operations with supply chain, materials, inventory & business processes, resulting in greater overall performance.
Includes Factory Intelligence, PDM / PLM, Detailed scheduling & Sequencing, BPM Modeler, Capacity Management, Workforce Management, Integration & Collaboration, Data Acquisition and advanced measurement tools such as OEE & OLE.
Manufacturing Execution System for Industry-I am pleased to share details about our successfully working model, as how we can provide you with innovative & industry proven Plant Intelligence Solutions for Automotive Manufacturing Plant like yours to give you following benefits in Real Time Environment:
• Informed decisions based on Data Analytics
• Streamlined and Optimized Operations
• Improved Productivity
• Reduce Total Defects
• Reduced Inventory
• Lean, “Smart” MES approach and application coverage for low TCO
• Improved return on assets and investments (ROA/ ROI)
• Improved Equipment Up-Time
• Improved responsiveness, improved plant throughput time
• Enhanced Real Time visibility into production data
We have successfully served as per expectations of many End-Users in Manufacturing, Food & Beverage, Pharma, Oil & Gas, Petrochemical , Cement, Power, & metals Industry. We have more than 5000+ software installations throughout India with proven track record in almost every industry vertical and have delivered projects to 40+ countries in every continent including Americas, Europe, Asia, Africa, and Australia.
Computer Software Assurance (CSA): Understanding the FDA’s New Draft GuidanceGreenlight Guru
Understand the FDA's new draft guidance on Computer Software Assurance (CSA).
This presentation originally aired during the 2022 Future of QMS Requirements Virtual Summit.
Computer System Validation - The Validation Master PlanWolfgang Kuchinke
Computer System Validation (CSV) is the process used to ensure and document that a computerbased system is operating according to predefined requirements. CSV is necessary when replacing paper records, like
Case Report Forms for clinical trials, with an electronic system within the highly regulated data zone that impacts public health and safety. Necessary validation documents are for example the Standard Operating Procedures (SOPs), which outline how the computer system should be used. Here, we describe in detail the System Validation Master Plan, the most important document in Computer System Validation. In contains topics, like: Validation Policy, Definition of Validation, Rules and Regulations in CSV, Legal basis, FDA 21 CFR Part 11, FDA Guidance for industry, ICH Guideline GCP, Annex 11 EU-GMP, Validation Philosophy, Organisation validation document, Audit Reports, Organisation guidelines, Organisation quality management handbook, etc.
The steps of the Validation Life Cycle are: 1. System Specification, 2. System Classification, 3. Validation Planning, 4. Establishing of the validated state, 5. Maintaining the validated state, 6. System Retirement.
Standards for virtual manufacturing and factory of the future position and s...Dr Nicolas Figay
Presentation at AFNET Standardisation Days 2017 (19-20/04/2017) with presentation and contextualization of "enterprise-control system integration" international standard (ISA 95 - IEC 62264) as one of the component of Industrie 4.0
Risk assessment for computer system validationBangaluru
A risk assessment is a process to identify potential hazards and analyze what could happen if a hazard occurs.
Computer system validation (sometimes called computer validation or CSV) is the process of documenting that a computer system meets a set of defined system requirements.
An introduction to Life Sciences Computer System Validation, applicable regulation, SDLC phases, software categorisation, risk/ change/ deviation management, validation deliverable, risk based approach, regulatory inspection, audit findings, causes of compliance failure, key concepts in CSV etc.
Business Process Management PowerPoint Presentation Slides SlideTeam
If you are planning to create a stunning presentation to showcase the concept of business process management, then we recommend you download, our ready to use business process management PowerPoint presentation slides. Our content ready presentation will save your time and efforts. With the help of this predesigned business operations management PPT presentation, you will be able to represent the numerous techniques to discover, model, examine, measure, refine, optimize, and automate organization processes. This business quality improvement presentation PPT has been designed using a slide on various essential subtopics such as introduction, functional area overview, ERP system architecture, task categories of ERP systems, ERP project progress, implementation process overview, planning and selection phase, implementation phase, enterprise resource planning funnel, tuning of concept, situational analysis-basic target concept, software selection process, and software selection criteria. It also covers a template on software selection criteria, realization and implements, v model for implementation of ERP system, tips for selecting ERP system, ERP criteria list-technical requirement, and ERP implementation-selection phase. Do not delay, quickly download these predesigned business project management presentation slides. Bring down the amount of friction existing with our Business Process Management PowerPoint Presentation Slides. Halt the further build up of differences.
Business Process Automation and Data Processing WorkflowsMarlon Dumas
Presentation on Business Process Management Systems and Data Processing Workflow Systems delivered at the Italian Statistics Institute (IStat), 3 May 2018.
Fabtech 2014 - Leading Your Organization to Profitability Using a Manufacturi...Ann Krauss
According to Gartner, Manufacturing Execution Systems manage, monitor and synchronize the execution of real-time, physical processes involved in transforming raw materials into intermediate and/or finished goods.
A manufacturing execution system solution may be used to achieve important business and production goals including:
Reducing paper-based shop floor processes where possible
Improving order timeliness and increasing efficiency
Improving quality information gathering and tracking
Improving accuracy of labor reporting, time & attendance
Improving production and shop floor scheduling and reporting
Improving materials management
This session will help to connect the dots between business and production goals while explaining how to illustrate costs saving and increasing profitability to justify the utilization of manufacturing execution system technology.
LEAN manufacturing is About eliminating waste, reducing cost, improving efficiency, and improving quality: PINpoint Information Systems takes you there. Championing "Continuous Improvement" Since 1997. Intelligent Manufacturing Defined.
Fully-Interactive Prezi Presentation w/ Video Link Here:
https://prezi.com/adp9dhp3vgn0/why-pinpoint-manufacturing-execution-system-mes-manufacturing-operations-management-mom-solutions/
http://www.pinpointinfo.com
Computer Software Assurance (CSA): Understanding the FDA’s New Draft GuidanceGreenlight Guru
Understand the FDA's new draft guidance on Computer Software Assurance (CSA).
This presentation originally aired during the 2022 Future of QMS Requirements Virtual Summit.
Computer System Validation - The Validation Master PlanWolfgang Kuchinke
Computer System Validation (CSV) is the process used to ensure and document that a computerbased system is operating according to predefined requirements. CSV is necessary when replacing paper records, like
Case Report Forms for clinical trials, with an electronic system within the highly regulated data zone that impacts public health and safety. Necessary validation documents are for example the Standard Operating Procedures (SOPs), which outline how the computer system should be used. Here, we describe in detail the System Validation Master Plan, the most important document in Computer System Validation. In contains topics, like: Validation Policy, Definition of Validation, Rules and Regulations in CSV, Legal basis, FDA 21 CFR Part 11, FDA Guidance for industry, ICH Guideline GCP, Annex 11 EU-GMP, Validation Philosophy, Organisation validation document, Audit Reports, Organisation guidelines, Organisation quality management handbook, etc.
The steps of the Validation Life Cycle are: 1. System Specification, 2. System Classification, 3. Validation Planning, 4. Establishing of the validated state, 5. Maintaining the validated state, 6. System Retirement.
Standards for virtual manufacturing and factory of the future position and s...Dr Nicolas Figay
Presentation at AFNET Standardisation Days 2017 (19-20/04/2017) with presentation and contextualization of "enterprise-control system integration" international standard (ISA 95 - IEC 62264) as one of the component of Industrie 4.0
Risk assessment for computer system validationBangaluru
A risk assessment is a process to identify potential hazards and analyze what could happen if a hazard occurs.
Computer system validation (sometimes called computer validation or CSV) is the process of documenting that a computer system meets a set of defined system requirements.
An introduction to Life Sciences Computer System Validation, applicable regulation, SDLC phases, software categorisation, risk/ change/ deviation management, validation deliverable, risk based approach, regulatory inspection, audit findings, causes of compliance failure, key concepts in CSV etc.
Business Process Management PowerPoint Presentation Slides SlideTeam
If you are planning to create a stunning presentation to showcase the concept of business process management, then we recommend you download, our ready to use business process management PowerPoint presentation slides. Our content ready presentation will save your time and efforts. With the help of this predesigned business operations management PPT presentation, you will be able to represent the numerous techniques to discover, model, examine, measure, refine, optimize, and automate organization processes. This business quality improvement presentation PPT has been designed using a slide on various essential subtopics such as introduction, functional area overview, ERP system architecture, task categories of ERP systems, ERP project progress, implementation process overview, planning and selection phase, implementation phase, enterprise resource planning funnel, tuning of concept, situational analysis-basic target concept, software selection process, and software selection criteria. It also covers a template on software selection criteria, realization and implements, v model for implementation of ERP system, tips for selecting ERP system, ERP criteria list-technical requirement, and ERP implementation-selection phase. Do not delay, quickly download these predesigned business project management presentation slides. Bring down the amount of friction existing with our Business Process Management PowerPoint Presentation Slides. Halt the further build up of differences.
Business Process Automation and Data Processing WorkflowsMarlon Dumas
Presentation on Business Process Management Systems and Data Processing Workflow Systems delivered at the Italian Statistics Institute (IStat), 3 May 2018.
Fabtech 2014 - Leading Your Organization to Profitability Using a Manufacturi...Ann Krauss
According to Gartner, Manufacturing Execution Systems manage, monitor and synchronize the execution of real-time, physical processes involved in transforming raw materials into intermediate and/or finished goods.
A manufacturing execution system solution may be used to achieve important business and production goals including:
Reducing paper-based shop floor processes where possible
Improving order timeliness and increasing efficiency
Improving quality information gathering and tracking
Improving accuracy of labor reporting, time & attendance
Improving production and shop floor scheduling and reporting
Improving materials management
This session will help to connect the dots between business and production goals while explaining how to illustrate costs saving and increasing profitability to justify the utilization of manufacturing execution system technology.
LEAN manufacturing is About eliminating waste, reducing cost, improving efficiency, and improving quality: PINpoint Information Systems takes you there. Championing "Continuous Improvement" Since 1997. Intelligent Manufacturing Defined.
Fully-Interactive Prezi Presentation w/ Video Link Here:
https://prezi.com/adp9dhp3vgn0/why-pinpoint-manufacturing-execution-system-mes-manufacturing-operations-management-mom-solutions/
http://www.pinpointinfo.com
Fabtech 2016 Winning Management Buy-In for a New Digital Shop Floor Managemen...Ann Krauss
the new manufacturing execution systems (MES) digital shop floor management solutions offer a game-changing means of harnessing shop floor data for fine-tuning production processes while reducing variability, increasing throughput and improving quality and order timeliness.
This session will benefit discrete manufacturers with complex manufacturing environments where accurate and timely communications of requirements is critical to on-time delivery and streamlining processes. We will share our experiences and perspectives for communicating across your company to the various management roles about the very real opportunities and reasonableness of having heightened expectations of manufacturing execution systems (MES).
Ζητήματα εταιρικής συμμόρφωσης, νέα και ισχύουσα νομοθεσία κατά της διαφθοράς, δικαιώματα ασθενή, ασφάλεια και προστασία προσωπικών δεδομένων - σημαντικά ζητήματα που απασχολούν τις εταιρείες που δρουν στον χώρο της υγείας στην Ελλάδα και αλλού.
Managing Buyer (Order Booking/ Invoicing), Vender (P.O / Store Receipt), Stock (Finish Goods / Raw Material / Scrap with Cause), Production Planning, Shortage of stock on each stage, Marketing, Support after sale ( Servicing, Sale of Semi finish goods and raw material, Report (Tax wise, Product Wise, Buyer Wise & Bill Wise), Invoicing (With Transport detail, Serial No generation, Tax & Other Charges) and a huge number of report covering the buyer order to delivery and support after sale.
Reference - Peak Management for Large FactoryGyuhak Choi
LG CNS has implemented a management control system of Peak usage point in the massive production line where it uses a huge amount of power. LG Chemistry's factory in Iksan, Korea, is a case where the world's largest behind-the-meter LiB ESS is applied.
Electronic batch record management in pharmaceutical industryVikrant Kalal
this presentation is about EBR management in the Pharmaceutical industry.
its include the introduction, benefits, strategic option and the challenging conclusion.
Biometrics Provide Strategic Business Advantage in Pharmaceutical ManufacturingARC Advisory Group
Biometrics Provide Strategic Business Advantage in Pharmaceutical Manufacturing
The pharmaceutical industry is faced with increasing regulatory requirements
to provide work flow enforcement and event traceability as well as
to ensure the integrity, authenticity, and confidentiality
of electronic records. This requires physical
and logical security that includes policies, procedures
and technology. Consequently,
pharmaceutical manufacturers will be the first to
deploy biometric technology. Biometrics-based
access, authentication, electronic signature, and
event traceability systems also reduce the cost and time to achieve and
maintain compliance with current and future FDA regulations, protect intellectual
property, improve manufacturing productivity and safety, and
reduce system administration costs.
Trends und Anwendungsbeispiele im Life Science BereichAWS Germany
Der Vortrag gibt eine Übersicht über den Stand der Adaption von Cloud Services in der pharmazeutischen Industrie. Dazu werden, entlang der pharmazeutischen Wertschöpfungskette, typische Beispielanwendungen skizziert und exemplarisch Problemstellungen erörtert.
Moving From Paper-Based Systems to Electronic Batch Records - InstantGMP™InstantGMP™
Technology is constantly evolving around us, and yet many manufacturers continue using paper-based systems to manage and record their activities while manufacturing. In recent times, many of these manufacturers, especially in pharmaceuticals and biotech, are making the move to a Manufacturing Execution System (MES) and Electronic Batch Records (EBR).
Pharmaceutical manufacturing software is a powerful tool that streamlines the pharmaceutical manufacturing process by automating key workflows and improving operational efficiency. Our software provides end-to-end visibility into the manufacturing process, enabling pharmaceutical companies to track and manage production in real-time. It also automates quality control processes, such as testing and compliance, to ensure that products meet regulatory standards. Our pharmaceutical manufacturing software is user-friendly and customizable, designed to meet the unique needs of pharmaceutical manufacturers. Contact us today to learn more about our pharmaceutical manufacturing software and take your manufacturing operations to the next level.
"SAFAL was founded in 2012 by professionals having procurement technology implementation experience with top Fortune 500 companies. We deliver VALUE to our clients by building solutions with SIMPLICITY, crafted by CONSULTING every stakeholder and made to SMART-FIT individual unique requirements. Our spirit of innovation has helped us create unique solution breeds, ProcureSENS & ProcureSTEPS, delivering performance in procurement. Our solution suites innovatively encompass procurement processes like Requisition, RFx, Auction, Contract Management, PO Management, Invoice Management and Supplier Management."
In today’s globalized, competitive marketplace, being able to leverage technology to deliver faster turnaround times, meet lower pricing goals and provide customizable options can mean the difference between sustainability and irrelevancy. In this ebook, we’ll explore some of the leading solutions transforming the manufacturing industry:
- Automation for cost savings
- 3D printing for improved productivity
- Smart data for quality assurance
- Connectivity for safety and communication
- Security solutions to protect it all
Learn more: http://ms.spr.ly/6006Twegg
The pharmaceutical industry is under the spotlight after the COVID-19 pandemic outbreak. In fact, it is the sector that raises highest expectations with regard to keeping under control and minimizing the coronavirus human toll. The main reason that we recommends the use of RPA in pharmaceutical companies is the large number of routine tasks that make up the workflow profile. Consider the need to duplicate notes on several systems to ensure consistent reporting of the work that is split between more labs, the management of clinical trial data, or the recurring regulatory filings
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
DESIGN AND ANALYSIS OF A CAR SHOWROOM USING E TABS
PharmaSuite manufacturing execution system (MES) software, the new EBR solution
1. Beyond Compliance:
The Evolution of Pharmaceutical MES
Advances in modern manufacturing execution systems can help you
optimize production, speed time-to-market and ease compliance
2. 2
Pressures Abound
“
“
What does success look like in the highly competitive
and strongly regulated pharmaceutical industry? It involves
achieving a balance that allows you to be swift and lean in your operations, yet robust
in how you respond to changing market and regulatory forces. Finding this balance is
increasingly grueling as challenges come at you from every direction.
Pharmaceutical companies around the globe continue to be buffeted by blockbuster drug patent expirations, rapidly increasing competition
from generics manufacturers, and government and health care industry efforts to control costs – evidenced by price controls, pro-generics
policies and patent challenges.” 2
• Your speed to market is more important than ever to reach new
emerging markets, compete with generics and get the most out of
products before their patents expire.
• Harnessing the power of integrated control and information
system is required to build The Connected Enterprise and attain
organization-wide connectivity, and visibility is needed to align
local operations with global requirements and improve
efficiencies across plants.
• Maintaining competitive pricing is critical as nations around
the world undergo varying degrees of health reform aiming to
contain costs.
• Achieving compliant operations is
non-negotiable yet increasingly complex in the global arena.
• Adopting a serialization strategy is becoming a necessity
to combat global counterfeiting in your supply chain and in
the marketplace, and to comply with new anti-counterfeiting
regulations.
• Versatile and responsive operations are required to serve the
needs of an aging global population and the growing number of
middle-class households in Asia and elsewhere.
1
Moody’s: Aging will reduce economic growth worldwide in the next two decades, Moody’s Investors Service, Aug. 6, 2014, 2
2015 Global Life Sciences Outlook, Deloitte, 2014
By 2020, super-aged societies (populations with more than 20% elderly) will increase
to 13 globally from three today. By 2030, 34 countries will be super-aged.”1
3. 3
Part Ways With Paper Trails
Exhaustive paper documentation became the status quo in the pharmaceutical industry to satisfy
regulatory documentation requirements. But paper-based systems are time-consuming, which
increases your cost per batch and limits your opportunities to be more efficient.They can also
introduce risk in the form of human error.
Electronic batch recording (EBR) has changed the game, replacing the
age-old method of paper documentation with a more agile software-
driven system that can manage work flows and record-keeping for
everything from recipe creation to batch qualification.
Today’s advanced EBR systems offer far more than an electronic
equivalent to paper-based documentation (i.e., paper-to-glass systems).
Rather, when integrated with a manufacturing execution system (MES)
and deployed within The Connected Enterprise, EBR systems can be
transformative to how you operate.
An EBR system automates your data collection to help speed up the
documentation process and reduce the likelihood of errors. Logged data can
also help you reduce cycle times by optimizing every stage of the product life
cycle, as well as increase your inventory turnaround times.
Greater efficiencies in your production and compliance efforts enable you to
lower the cost of your operations. Additionally, improved decision making
made possible through EBR data combined with a potential reduction in
human errors can help you reduce waste.
A paperless EBR system can simplify your compliance efforts. Deploying a
serialization system from the same MES software used for EBR can help meet
emerging regulations, including anti-counterfeiting requirements,
with significantly greater ease.
PRODUCE FASTER
What can an EBR system do for you?
CUT COSTS
MEET COMPLIANCE DEMANDS
• 80% decrease in batch-review cycle times
• 50% decrease in investigations
• 70% fewer manual entries
• 90% fewer entry mistakes
• 50% increase in stock turnaround
4. Halving Batch-ReviewTime
Switzerland-based Ferring Pharmaceuticals began implementing an EBR system in
2010 to replace its paper-based system.
Today, the new system has enabled the manufacturer to cut its batch review time
almost in half and increase its number of batches processed from 7,000 to 11,000.
“An EBR solution is the GPS of
manufacturing operations.
It guides the user to the desired
destination, finds the shortest trip,
alerts one to dangers, and feeds
them back in real time.”1
- Jerome Repiton, Ferring Pharmaceuticals.
Faster Time-to-Market
Time-to-market is critical for pharmaceutical makers who want to meet customer demands and
maximize profits before patent and product expiration dates.
An advanced EBR system can help improve your time-to-market in several ways.
First, it can help optimize cycle times across the product life cycle.
The system can instantaneously retrieve batch protocols and eliminate
the need to pass records physically between stations, shortening the time
required to produce and ship products.
It can also significantly speed up review times for batch documentation.
The system’s ability to notify operators of exceptions during the production
process can improve batch accuracy and consistency, and allows quality
assurance teams to review by exception rather than go through each record
line by line to avoid batch-release delays.
Pre-validated recipe building blocks available in advanced EBR systems can
be re-used to achieve shorter deployment times. Instead of time-consuming
custom programming and validation, recipe authors can use a library of
instructions to create new work flows in mere minutes.
Batch records must be kept for at least one year following a product’s
expiration. An EBR system electronically archives all records to help you
maintain complete batch records.
Lastly, the easy access to key information in an advanced EBR system
enables more targeted opportunities for continuous improvement in your
operations. For example, it can help you identify and eliminate unnecessary
tasks, such as redundant material checks and weight verifications.
1
A Tale of Two IT Implementations, Pharmaceutical Manufacturing, August 2014 4
5. 5
Three Key Cost Savings
Lengthy compliance activities drive up the cost of your production operations while your product sits
waiting to be shipped. Additionally, human errors made during the production or documentation
processes can result in wasted product or, worse, contamination and potential recalls.
An EBR system can help you reduce costs in three key ways:
SAVINGS THROUGH EFFICIENCY
The efficiencies made possible through
an EBR system already discussed can help
optimize the total cost of your deployments.
For example, automating quality-assurance
functions and review by exception
capabilities reduces the effort and associated
costs of researching process deviations, while
electronic logs of batch data eliminate the
costs of physically storing paper documents.
LESS WASTE
Reducing the risk of human error combined
with EBR features, such as enforceable
work flows, can help prevent production or
recording errors and reduce wasted product.
What’s more, preventing these errors can also
help minimize the likelihood of expensive,
brand-ravaging product recalls.
INVENTORY SAVINGS
Automated data collection and the ability
to review exceptions in real time as they
happen, rather than after the fact, result in less
product sitting in the warehouse and waiting
for release. For you, this faster turnover
translates to reduced inventory costs.
The average pharmaceutical
company holds 180 Days of finished
goods inventory on hand.
The average pharmaceutical
company holds 180 Days of finished
goods inventory on hand.
Top performers average aboutTop performers average about
100Days100Days1
1
Outlook on Pharma Operations, McKinsey & Company, 2010
6. 6
Compliance Support
Compliance is compulsory – but it doesn’t have to be painful.
A paperless EBR system harnesses the power of automation
and greater connectivity to help ease and even improve your
demonstrated compliance.
OPPORTUNITIES FOR IMPROVEMENT INCLUDE:
Integrating recipe and order information into your Connected Enterprise and supporting
the use of enabling technologies, such as mobile devices, can provide information in more
convenient and efficient ways.
Delivering individualized, context-specific instructions to production operators, and
enforcing processes and procedures, such as required sign-offs for 21CFR part 11 compliance.
Reducing the potential for human error that can occur in manual paper-based recording,
such as calculation errors and incomplete or incorrect records.
Restricting production activities to authorized personnel using security features,
such as role-based access.
Using electronic batch storage to eliminate the hassles of creating, storing and retrieving
extensive paper documents.
“Rather than inspect facilities on a set schedule as was
the case in the past … the [FDA] now determines
which facilities to inspect based on the overall level
of risk they pose, which is determined using a model
that takes into account inherent risk, outbreaks, recalls,
adverse events and compliance history.” 1
1
FDA Steps Up Foreign Inspections, Pharma Exec Magazine, April 2, 2015
7. 7
Conquer Counterfeits
Governments around the world are designing and
implementing anti-counterfeiting regulations.
While the regulations each have their own unique
flavor, they share similar approaches in requiring
manufacturers to use serialization systems for
product traceability and/or authentication.
1
Counterfeit Drugs, Centers for Disease Control and Prevention, April 7, 2014, 2
Capturing the Brazilian pharma opportunity, McKinsey & Company, April 2012, 3
New Serialization Guidance Published in Brazil, Outsourced Pharma, Sept. 10, 2014
Complying with these regulations will be critical, especially for global
manufacturers operating in multiple countries. For example, those serving
the Brazil market, the second largest in the developing world2
, must begin
limited serialization by December 2015 and full serialization in 20163
.
A Single Platform
The same software used for your MES and EBR system can also form the
core of your anti-counterfeiting serialization system. This can help you meet
the data-collection and data-management requirements for emerging
anti-counterfeit laws, such as DQSA, and eliminate the burden of designing,
implementing and maintaining multiple stand-alone systems.
KEY CONSIDERATIONS
When evaluating serialization system options, keep these key
issues in mind:
• Data-management capacity is critical to meeting your UID
creation, printing and verification demands, both today
and in the future.
• A system designed at the MES level – instead of at
the machine or enterprise levels – enables seamless
integration up to ERP systems and the cloud, and down to
the production line.
• A commercial out-of-the-box system is less likely to result
in production interruptions and validation burdens during
integration compared to a custom-developed system.
• Availability of a common serialization data thread offers
benefits beyond serialization, including consumer
authentication and the ability to conduct more accurate
recalls.
• A global support provider can ease troubleshooting and
repairs to help minimize potential downtime wherever
problems may arise.
“Counterfeit drugs represent less than 1 percent of medicines sold
in developed countries to as much as 10 to 30 percent of those
sold in developing countries.”1
8. Getting Started
Advances in EBR systems represent a new future filled with
opportunities for pharmaceutical manufacturers that are still
reliant on paper-based reporting systems. Opportunity to be
more productive. Opportunity to be more cost effective.
Opportunity to be compliant, even as new regulations emerge.
But where do you begin?
Rockwell Automation recommends a four-phase approach to implementation:
Contact a Rockwell Automation sales representative or visit
http://www.rockwellsoftware.com/pharma
8
Publication LIFE-BR014A-EN-P – November 2015
Allen-Bradley, LISTEN. THINK. SOLVE. and Rockwell Automation are trademarks of Rockwell Automation, Inc.
All other trademarks and registered trademarks are the property of their respective owners.
PHASE 1:
PRE-ASSESSMENT REVIEW
Actions: Define the opportunity, your
overall readiness and the project’s scope
Time Required: Two to three days
PHASE 3: RE-DESIGN AND
HARMONIZATION
Actions: Re-design and harmonize
remaining documents; begin pilot testing,
change control and implementation
Time Required: 13 to 16 weeks
PHASE 2:
PROOF OF CONCEPTS
Actions: Begin initial design changes
and develop documentation guidelines
Time Required: Eight to 13 weeks
PHASE 4: ADDITIONAL
OPPORTUNITIES
Actions: Add complementary MES
modules, such as a serialization system;
begin interfacing with business systems
Time Required: Open