There are a variety of essential validation and business considerations that should be evaluated when migrating clinical studies from one database to another (with or without existing data). Having a clear understanding of downstream study processes and receiving input from cross-functional teams are just some of the keys to a successful migration.
In this SlideShare we discuss several case studies that provide insight into:
The steps followed during a study migration process, from validation and business perspectives
Validation considerations for migrating into an empty database, as well as a database that already contains data
Suggested documentation for the migration process
Business continuity considerations to ensure a smooth study migration for all team members
Best practices and lessons learned
Business process management has led transformation in the insurance industry for decades. With the emergence of cognitive technologies like IBM Watson, how can you further optimize complex, data-driven processes to gain a competitive advantage?
In this SlideShare, you will learn how to leverage cognitive solutions like IBM Watson to augment and enhance existing claims processes and transform your business.
We cover common cognitive use cases, including:
Integrating claims processes with streamlined, automated interactive voice response systems
Supporting product classification leveraging images and unstructured text to aid compliance and onboarding processes
Accelerate Your Time to a Successful Deployment with DevOpsPerficient, Inc.
According to research firm IDC, 70% of Global Fortune 500 firms are expected to adopt DevOps by the end of 2017. With digital transformation strategies at the forefront of organizational priorities, IT is now under more pressure than ever to optimize innovation cycles while removing roadblocks.
In this IBM / Perficient DevOps SlideShare, we discuss topics including:
The differences between DevOps, Agile, and Waterfall methodologies
How automation can influence your development process, remove roadblocks to innovation, and increase visibility into your projects
Why the DevOps toolchain impacts your entire innovation cycle
DevOps best practices from industry leaders
Improving the customer experience using big data customer-centric measurement...Business Over Broadway
This presentation provides an overview of some of the content of my new book, TCE: Total Customer Experience. In the presentation, I discuss customer experience management, customer loyalty, the optimal customer survey, the value of analytics and using a Big Data customer-centric approach to improve the value of all your business data
Enriching the Value of Clinical Data with Oracle Data Management WorkbenchPerficient, Inc.
To effectively conduct clinical research and development you need to collect, manage, and visualize clinical and healthcare data – including mHealth data – using a centralized and secure data repository that can be considered the single source of truth.
Oracle Data Management Workbench (DMW) is a proven solution that is used by a number of global pharmaceutical and medical device organizations to aggregate and manage clinical data in support of their R&D initiatives.
In this SlideShare, we demonstrate how Oracle DMW can quickly enrich and expand the value of clinical data, as well as support enhanced analytics and decision-making.
Make Customers Fall in Love with Your Salesforce Self-service CommunityPerficient, Inc.
Many companies face the same challenges with their community: an abundance of great content but no easy way for users to access all that knowledge. In the end, self-service all comes down to the experience and how your users interact with your community in order to find what they need.
Making content discoverable wherever it resides can feel like a Herculean task, but it doesn’t have to be. Our best practices driven webinar, with real life examples from GoPro, demonstrated proven ways to:
-Design an engaging, value-driven community
-Drive self-service success by delivering relevant and proactive answers
-Leverage insights from your member interactions to continuously improve your content
-Create intuitive community experiences that connect your members with answers, faster
No data scientist (or pocket protector) needed!
Planning and Budgeting in the Cloud: A Finance Success Story with Oracle EPMPerficient, Inc.
Many executives wonder if they can rely on a cloud-based performance management solution to improve their financial close and forecasting processes.
Carrix Inc., the world’s largest privately owned marine and rail terminal operator, enabled growth by using Oracle Planning and Budgeting Cloud Service (PBCS) for all budget preparation and reporting.
Gordon Hofman, Vice President of Finance at Carrix, and Tony Coffman, Director of EPM at Perficient, shared tips and other information you need to make the case for your EPM cloud project.
As organizations realize the cost savings and scalability benefits of hybrid solutions, the focus turns to implementing your analytic platforms in these new environments. On-premises vs. cloud is the major decision point, but what about ‘traditional’ disk-based storage and computing vs. in-memory?
Join Perficient’s director of Microsoft business intelligence, Duane Schafer, for a discussion on the business benefits of these topics, and discover how SQL Server 2014 and Microsoft Azure can be leveraged to build the modern data warehouse.
Business process management has led transformation in the insurance industry for decades. With the emergence of cognitive technologies like IBM Watson, how can you further optimize complex, data-driven processes to gain a competitive advantage?
In this SlideShare, you will learn how to leverage cognitive solutions like IBM Watson to augment and enhance existing claims processes and transform your business.
We cover common cognitive use cases, including:
Integrating claims processes with streamlined, automated interactive voice response systems
Supporting product classification leveraging images and unstructured text to aid compliance and onboarding processes
Accelerate Your Time to a Successful Deployment with DevOpsPerficient, Inc.
According to research firm IDC, 70% of Global Fortune 500 firms are expected to adopt DevOps by the end of 2017. With digital transformation strategies at the forefront of organizational priorities, IT is now under more pressure than ever to optimize innovation cycles while removing roadblocks.
In this IBM / Perficient DevOps SlideShare, we discuss topics including:
The differences between DevOps, Agile, and Waterfall methodologies
How automation can influence your development process, remove roadblocks to innovation, and increase visibility into your projects
Why the DevOps toolchain impacts your entire innovation cycle
DevOps best practices from industry leaders
Improving the customer experience using big data customer-centric measurement...Business Over Broadway
This presentation provides an overview of some of the content of my new book, TCE: Total Customer Experience. In the presentation, I discuss customer experience management, customer loyalty, the optimal customer survey, the value of analytics and using a Big Data customer-centric approach to improve the value of all your business data
Enriching the Value of Clinical Data with Oracle Data Management WorkbenchPerficient, Inc.
To effectively conduct clinical research and development you need to collect, manage, and visualize clinical and healthcare data – including mHealth data – using a centralized and secure data repository that can be considered the single source of truth.
Oracle Data Management Workbench (DMW) is a proven solution that is used by a number of global pharmaceutical and medical device organizations to aggregate and manage clinical data in support of their R&D initiatives.
In this SlideShare, we demonstrate how Oracle DMW can quickly enrich and expand the value of clinical data, as well as support enhanced analytics and decision-making.
Make Customers Fall in Love with Your Salesforce Self-service CommunityPerficient, Inc.
Many companies face the same challenges with their community: an abundance of great content but no easy way for users to access all that knowledge. In the end, self-service all comes down to the experience and how your users interact with your community in order to find what they need.
Making content discoverable wherever it resides can feel like a Herculean task, but it doesn’t have to be. Our best practices driven webinar, with real life examples from GoPro, demonstrated proven ways to:
-Design an engaging, value-driven community
-Drive self-service success by delivering relevant and proactive answers
-Leverage insights from your member interactions to continuously improve your content
-Create intuitive community experiences that connect your members with answers, faster
No data scientist (or pocket protector) needed!
Planning and Budgeting in the Cloud: A Finance Success Story with Oracle EPMPerficient, Inc.
Many executives wonder if they can rely on a cloud-based performance management solution to improve their financial close and forecasting processes.
Carrix Inc., the world’s largest privately owned marine and rail terminal operator, enabled growth by using Oracle Planning and Budgeting Cloud Service (PBCS) for all budget preparation and reporting.
Gordon Hofman, Vice President of Finance at Carrix, and Tony Coffman, Director of EPM at Perficient, shared tips and other information you need to make the case for your EPM cloud project.
As organizations realize the cost savings and scalability benefits of hybrid solutions, the focus turns to implementing your analytic platforms in these new environments. On-premises vs. cloud is the major decision point, but what about ‘traditional’ disk-based storage and computing vs. in-memory?
Join Perficient’s director of Microsoft business intelligence, Duane Schafer, for a discussion on the business benefits of these topics, and discover how SQL Server 2014 and Microsoft Azure can be leveraged to build the modern data warehouse.
Marlabs Service Offerings include Application Development & Maintenance, Microsoft service offerings, Java development platform, Enterprise Application Services, Enterprise Transformation, Legacy Migration and SOA Capabilities, DW, Business Intelligence & Analytics, Enterprise Social Network Services, mobile, UI/UX – Usability Engineering, Digital Asset Management (DAM), SAP Solutions/Services, Salesforce.com, Testing Services, Infrastructure Services, and Cyber Threat Management Service
Agile Data Warehouse Design for Big Data PresentationVishal Kumar
Synopsis:
[Video link: http://www.youtube.com/watch?v=ZNrTxSU5IQ0 ]
Jim Stagnitto and John DiPietro of consulting firm a2c) will discuss Agile Data Warehouse Design - a step-by-step method for data warehousing / business intelligence (DW/BI) professionals to better collect and translate business intelligence requirements into successful dimensional data warehouse designs.
The method utilizes BEAM✲ (Business Event Analysis and Modeling) - an agile approach to dimensional data modeling that can be used throughout analysis and design to improve productivity and communication between DW designers and BI stakeholders. BEAM✲ builds upon the body of mature "best practice" dimensional DW design techniques, and collects "just enough" non-technical business process information from BI stakeholders to allow the modeler to slot their business needs directly and simply into proven DW design patterns.
BEAM✲ encourages DW/BI designers to move away from the keyboard and their entity relationship modeling tools and begin "white board" modeling interactively with BI stakeholders. With the right guidance, BI stakeholders can and should model their own BI data requirements, so that they can fully understand and govern what they will be able to report on and analyze.
The BEAM✲ method is fully described in
Agile Data Warehouse Design - a text co-written by Lawrence Corr and Jim Stagnitto.
About the speaker:
Jim Stagnitto Director of a2c Data Services Practice
Data Warehouse Architect: specializing in powerful designs that extract the maximum business benefit from Intelligence and Insight investments.
Master Data Management (MDM) and Customer Data Integration (CDI) strategist and architect.
Data Warehousing, Data Quality, and Data Integration thought-leader: co-author with Lawrence Corr of "Agile Data Warehouse Design", guest author of Ralph Kimball’s “Data Warehouse Designer” column, and contributing author to Ralph and Joe Caserta's latest book: “The DW ETL Toolkit”.
John DiPietro Chief Technology Officer at A2C IT Consulting
John DiPietro is the Chief Technology Officer for a2c. Mr. DiPietro is responsible
for setting the vision, strategy, delivery, and methodologies for a2c’s Solution
Practice Offerings for all national accounts. The a2c CTO brings with him an
expansive depth and breadth of specialized skills in his field.
Sponsor Note:
Thanks to:
Microsoft NERD for providing awesome venue for the event.
http://A2C.com IT Consulting for providing the food/drinks.
http://Cognizeus.com for providing book to give away as raffle.
Marlabs Capabilities Overview: Microsoft SharePoint Services Marlabs
Marlabs’ SharePoint services include SharePoint development, governance and migration, and testing. SharePoint architecture services include auditing and analysis, governance planning, and implementation. Auditing and analysis involves taking stock of existing SharePoint investments, portfolio rationalization, pre-migration analysis, migration strategy, infrastructure review, information management, review, and applications review.
This exam measures your ability to accomplish the technical tasks listed below. The percentages indicate the relative weight of each major topic area on the exam. https://www.pass4sureexam.com/70-461.html
Oracle Fusion Applications promises a lot of business benefits, but should existing users of Oracle E-Business Suite rush to go to Fusion? How will maintenance, costs and standardization practices be affected by implementing Fusion? This session compares a Fusion and an Oracle E-Business Suite Release 12 strategy while considering common concerns, challenges, complexities and alternatives.
Website: www.eprentise.com
Twitter: @eprentise
Google+: https://plus.google.com/u/0/+Eprentise/posts
Facebook: https://www.facebook.com/eprentise
How Noble Energy Automated Reconciliations with Oracle ARCSPerficient, Inc.
Noble Energy, an independent oil and natural gas exploration and production company, had struggled for years with a cumbersome spreadsheet and email-driven account reconciliation process. The accounting team sought a purpose-built tool with auditing, workflow and automated reconciliation capabilities. The IT team wanted a solution in line with their Cloud-first strategic direction.
After evaluating several products, Noble Energy selected Oracle Account Reconciliation Cloud Service (ARCS) with transaction matching and partnered with Perficient to deliver the implementation.
Project owner Matt Dossett, CPA and Senior Accountant, discussed their migration to ARCS including lessons learned and how ARCS could benefit your organization.
Discussion included:
-Challenges with the legacy account reconciliation process
-The factors leading to the selection of Oracle ARCS
-Considerations of implementing a cloud solution with on-premises Oracle EBS ERP
-The value of automated reconciliations with transaction matching
-Benefits realized with ARCS implementation
Marlabs Capabilities Overview: Microsoft Dynamics Marlabs
Marlabs has extensive customization and implementation expertise with Dynamics CRM. Our services include Microsoft Dynamics CRM evaluation, implementation, development and migration.
Mahesh Eswar, Chief Revenue Officer at Marlabs, speaks at NJTC event, 'Breakf...Marlabs
Mahesh Eswar, Chief Revenue Officer at Marlabs, was the speaker at Breakfast Bytes, an NJTC event held at the Marlabs corporate offices in Piscataway, NJ. His presentation was titled: “The Big Data and AI revolution.” In an engaging and insightful discussion, Mahesh talked about the Marlabs framework for stepping up digital transformation, the role of big data and AI, and Marlabs’ AI & Cognitive Computing Platform -- mAdvisor. Using everyday examples, Mahesh brought what can sometimes be fairly abstruse topics into clear, vivid focus. The feedback was overwhelmingly positive, attendees said they learned a lot about these technologies. http://www.marlabs.com/mahesh-eswar-chief-revenue-officer-marlabs-speaks-njtc-event
Managing Enterprise Content: Solutions that Fit Your Unique NeedsTy Alden Cole
Our framework enables the management of information assets across an organization, and ties in relevant components and technologies. This could be Electronic Document Management, Electronic Records Management, Workflow, Business Process Management, Web Content Management, Collaboration and Digital Asset Management.
RADcube Enterprise Content Management provides the flexibility to access or deliver content over Mobile and Cloud platforms, creating a highly connected and digital workplace. It offers a robust US DoD 5015.2 certified Records Management System to ensure compliance with regulatory requirements around management of records.
A Customer's Take on Moving from Discoverer to Oracle Business AnalyticsPerficient, Inc.
If you’re among the many Oracle E-Business Suite customers still using Discoverer for your reporting and analytics needs, change is inevitable. But it doesn’t have to be disruptive to your business. For Group Voyagers, a group of leading escorted tour, river cruise and independent travel package companies, moving off Discoverer took just nine weeks!
Gary Aragon, accounting manager at Group Voyagers, joined us to discuss the company’s long-term reporting strategy and how it was able to successfully migrate to Oracle BI Enterprise Edition (OBIEE). Discussion included:
-Replacement Options - OBIEE and Oracle Analytics Cloud
-Best practices, methodologies, and deployment risks
-User adoption
-Benefits realized with OBIEE
Discover HPE Software
Technology and business are changing at an unprecedented rate.
New ways of doing business from streamlining processes, fasttracking
innovation, and delivering amazing customer experience
all come from the convergence of IT and business strategy. But
you need to be fast to win. At HPE Software we can accelerate
your digital transformation.
Change is at our core. On 7 September, Hewlett Packard
Enterprise announced plans for a spin-off and merger of our
software business unit with Micro Focus, a global software
company dedicated to delivering and supporting enterprise
software solutions. The combination of HPE software assets
with Micro Focus will create one of the world’s largest pure-play
enterprise software companies. We will remain focused on helping
you get the most out of the software that runs your business.
Discover how HPE Software can help you thrive in a world of
digital transformation.
Cool Functionality and Workarounds to Make Your Life Easier - JD Edwards WorldNERUG
The JD Edwards software functions as one body but we tend to see the overall systems in parts and pieces because in IT and Support, like doctors, we specialize / troubleshoot in areas of expertise. Speaking software, you may only be licensed to only specific systems so perhaps when you go to the specialist you do not always learn what can make life easier in other systems. Can a general practitioner give you excellent advice? You bet!
Let us broaden your software knowledge for JD Edwards systems as a whole and bring together the new functionality and business savvy workarounds that make life in JD Edwards a healthy solution.
Migrating clinical studies from one database to another (such as Oracle Clinical to Oracle Clinical or Oracle Clinical to Oracle InForm or Medidata Rave), is a complex process that requires a thorough understanding of clinical data management, technology, and the regulations that govern clinical trials.
In this SlideShare on clinical study migrations we:
Discuss reasons to migrate a clinical study
Provide an overview of the clinical study migration process
Look at validation, technical, and business considerations for migrating a clinical study
Present real-world case studies
Learn how to shrink the time it takes to do Cognos migrations and consolidations by 90%. Our new Migration Assistant programmatically decodes and inventories Cognos content. it surfaces needed details about lineage, usage and more. See the video and download this deck: https://senturus.com/resources/streamline-cognos-migrations-and-consolidations/
Senturus offers a full spectrum of services for business analytics. Our resource library has hundreds of free live and recorded webinars, blog posts, demos and unbiased product reviews available on our website at: https://senturus.com/resources/
Marlabs Service Offerings include Application Development & Maintenance, Microsoft service offerings, Java development platform, Enterprise Application Services, Enterprise Transformation, Legacy Migration and SOA Capabilities, DW, Business Intelligence & Analytics, Enterprise Social Network Services, mobile, UI/UX – Usability Engineering, Digital Asset Management (DAM), SAP Solutions/Services, Salesforce.com, Testing Services, Infrastructure Services, and Cyber Threat Management Service
Agile Data Warehouse Design for Big Data PresentationVishal Kumar
Synopsis:
[Video link: http://www.youtube.com/watch?v=ZNrTxSU5IQ0 ]
Jim Stagnitto and John DiPietro of consulting firm a2c) will discuss Agile Data Warehouse Design - a step-by-step method for data warehousing / business intelligence (DW/BI) professionals to better collect and translate business intelligence requirements into successful dimensional data warehouse designs.
The method utilizes BEAM✲ (Business Event Analysis and Modeling) - an agile approach to dimensional data modeling that can be used throughout analysis and design to improve productivity and communication between DW designers and BI stakeholders. BEAM✲ builds upon the body of mature "best practice" dimensional DW design techniques, and collects "just enough" non-technical business process information from BI stakeholders to allow the modeler to slot their business needs directly and simply into proven DW design patterns.
BEAM✲ encourages DW/BI designers to move away from the keyboard and their entity relationship modeling tools and begin "white board" modeling interactively with BI stakeholders. With the right guidance, BI stakeholders can and should model their own BI data requirements, so that they can fully understand and govern what they will be able to report on and analyze.
The BEAM✲ method is fully described in
Agile Data Warehouse Design - a text co-written by Lawrence Corr and Jim Stagnitto.
About the speaker:
Jim Stagnitto Director of a2c Data Services Practice
Data Warehouse Architect: specializing in powerful designs that extract the maximum business benefit from Intelligence and Insight investments.
Master Data Management (MDM) and Customer Data Integration (CDI) strategist and architect.
Data Warehousing, Data Quality, and Data Integration thought-leader: co-author with Lawrence Corr of "Agile Data Warehouse Design", guest author of Ralph Kimball’s “Data Warehouse Designer” column, and contributing author to Ralph and Joe Caserta's latest book: “The DW ETL Toolkit”.
John DiPietro Chief Technology Officer at A2C IT Consulting
John DiPietro is the Chief Technology Officer for a2c. Mr. DiPietro is responsible
for setting the vision, strategy, delivery, and methodologies for a2c’s Solution
Practice Offerings for all national accounts. The a2c CTO brings with him an
expansive depth and breadth of specialized skills in his field.
Sponsor Note:
Thanks to:
Microsoft NERD for providing awesome venue for the event.
http://A2C.com IT Consulting for providing the food/drinks.
http://Cognizeus.com for providing book to give away as raffle.
Marlabs Capabilities Overview: Microsoft SharePoint Services Marlabs
Marlabs’ SharePoint services include SharePoint development, governance and migration, and testing. SharePoint architecture services include auditing and analysis, governance planning, and implementation. Auditing and analysis involves taking stock of existing SharePoint investments, portfolio rationalization, pre-migration analysis, migration strategy, infrastructure review, information management, review, and applications review.
This exam measures your ability to accomplish the technical tasks listed below. The percentages indicate the relative weight of each major topic area on the exam. https://www.pass4sureexam.com/70-461.html
Oracle Fusion Applications promises a lot of business benefits, but should existing users of Oracle E-Business Suite rush to go to Fusion? How will maintenance, costs and standardization practices be affected by implementing Fusion? This session compares a Fusion and an Oracle E-Business Suite Release 12 strategy while considering common concerns, challenges, complexities and alternatives.
Website: www.eprentise.com
Twitter: @eprentise
Google+: https://plus.google.com/u/0/+Eprentise/posts
Facebook: https://www.facebook.com/eprentise
How Noble Energy Automated Reconciliations with Oracle ARCSPerficient, Inc.
Noble Energy, an independent oil and natural gas exploration and production company, had struggled for years with a cumbersome spreadsheet and email-driven account reconciliation process. The accounting team sought a purpose-built tool with auditing, workflow and automated reconciliation capabilities. The IT team wanted a solution in line with their Cloud-first strategic direction.
After evaluating several products, Noble Energy selected Oracle Account Reconciliation Cloud Service (ARCS) with transaction matching and partnered with Perficient to deliver the implementation.
Project owner Matt Dossett, CPA and Senior Accountant, discussed their migration to ARCS including lessons learned and how ARCS could benefit your organization.
Discussion included:
-Challenges with the legacy account reconciliation process
-The factors leading to the selection of Oracle ARCS
-Considerations of implementing a cloud solution with on-premises Oracle EBS ERP
-The value of automated reconciliations with transaction matching
-Benefits realized with ARCS implementation
Marlabs Capabilities Overview: Microsoft Dynamics Marlabs
Marlabs has extensive customization and implementation expertise with Dynamics CRM. Our services include Microsoft Dynamics CRM evaluation, implementation, development and migration.
Mahesh Eswar, Chief Revenue Officer at Marlabs, speaks at NJTC event, 'Breakf...Marlabs
Mahesh Eswar, Chief Revenue Officer at Marlabs, was the speaker at Breakfast Bytes, an NJTC event held at the Marlabs corporate offices in Piscataway, NJ. His presentation was titled: “The Big Data and AI revolution.” In an engaging and insightful discussion, Mahesh talked about the Marlabs framework for stepping up digital transformation, the role of big data and AI, and Marlabs’ AI & Cognitive Computing Platform -- mAdvisor. Using everyday examples, Mahesh brought what can sometimes be fairly abstruse topics into clear, vivid focus. The feedback was overwhelmingly positive, attendees said they learned a lot about these technologies. http://www.marlabs.com/mahesh-eswar-chief-revenue-officer-marlabs-speaks-njtc-event
Managing Enterprise Content: Solutions that Fit Your Unique NeedsTy Alden Cole
Our framework enables the management of information assets across an organization, and ties in relevant components and technologies. This could be Electronic Document Management, Electronic Records Management, Workflow, Business Process Management, Web Content Management, Collaboration and Digital Asset Management.
RADcube Enterprise Content Management provides the flexibility to access or deliver content over Mobile and Cloud platforms, creating a highly connected and digital workplace. It offers a robust US DoD 5015.2 certified Records Management System to ensure compliance with regulatory requirements around management of records.
A Customer's Take on Moving from Discoverer to Oracle Business AnalyticsPerficient, Inc.
If you’re among the many Oracle E-Business Suite customers still using Discoverer for your reporting and analytics needs, change is inevitable. But it doesn’t have to be disruptive to your business. For Group Voyagers, a group of leading escorted tour, river cruise and independent travel package companies, moving off Discoverer took just nine weeks!
Gary Aragon, accounting manager at Group Voyagers, joined us to discuss the company’s long-term reporting strategy and how it was able to successfully migrate to Oracle BI Enterprise Edition (OBIEE). Discussion included:
-Replacement Options - OBIEE and Oracle Analytics Cloud
-Best practices, methodologies, and deployment risks
-User adoption
-Benefits realized with OBIEE
Discover HPE Software
Technology and business are changing at an unprecedented rate.
New ways of doing business from streamlining processes, fasttracking
innovation, and delivering amazing customer experience
all come from the convergence of IT and business strategy. But
you need to be fast to win. At HPE Software we can accelerate
your digital transformation.
Change is at our core. On 7 September, Hewlett Packard
Enterprise announced plans for a spin-off and merger of our
software business unit with Micro Focus, a global software
company dedicated to delivering and supporting enterprise
software solutions. The combination of HPE software assets
with Micro Focus will create one of the world’s largest pure-play
enterprise software companies. We will remain focused on helping
you get the most out of the software that runs your business.
Discover how HPE Software can help you thrive in a world of
digital transformation.
Cool Functionality and Workarounds to Make Your Life Easier - JD Edwards WorldNERUG
The JD Edwards software functions as one body but we tend to see the overall systems in parts and pieces because in IT and Support, like doctors, we specialize / troubleshoot in areas of expertise. Speaking software, you may only be licensed to only specific systems so perhaps when you go to the specialist you do not always learn what can make life easier in other systems. Can a general practitioner give you excellent advice? You bet!
Let us broaden your software knowledge for JD Edwards systems as a whole and bring together the new functionality and business savvy workarounds that make life in JD Edwards a healthy solution.
Migrating clinical studies from one database to another (such as Oracle Clinical to Oracle Clinical or Oracle Clinical to Oracle InForm or Medidata Rave), is a complex process that requires a thorough understanding of clinical data management, technology, and the regulations that govern clinical trials.
In this SlideShare on clinical study migrations we:
Discuss reasons to migrate a clinical study
Provide an overview of the clinical study migration process
Look at validation, technical, and business considerations for migrating a clinical study
Present real-world case studies
Learn how to shrink the time it takes to do Cognos migrations and consolidations by 90%. Our new Migration Assistant programmatically decodes and inventories Cognos content. it surfaces needed details about lineage, usage and more. See the video and download this deck: https://senturus.com/resources/streamline-cognos-migrations-and-consolidations/
Senturus offers a full spectrum of services for business analytics. Our resource library has hundreds of free live and recorded webinars, blog posts, demos and unbiased product reviews available on our website at: https://senturus.com/resources/
What You Need to Know Before Upgrading to SharePoint 2013Perficient, Inc.
Ready to join the SharePoint 2013 revolution but not sure what is involved? Are you in the middle of a migration that is behind schedule? This presentation walks you through general guidelines and common pitfalls to avoid so your transition to SharePoint 2013 will be successful.
Speaker Suzanne George discusses tips and tricks to ensure a successful SharePoint 2013 implementation and describe common mistakes that organizations make during the transition.
Whether you are in the middle of migrating to SharePoint 2013 or you are just thinking about implementation, this session will give you tools that will help you successfully deploy SharePoint within your organization.
Presenter Suzanne George, MCTS, is a Senior Technical Architect a Perficient. She has developed, administered, and architected website applications since 1995 and has worked with top 100 companies such as Netscape, AOL, Sun Microsystems, and Verio. Her experience includes custom applications and SharePoint integration with applications such as ESRI, Deltek Accounting Software, and SAP. Suzanne sits on the MSL IT Manager Advisory Council, was a contributing author for SharePoint 2010 Administrators and presents at SharePoint Saturdays around the country.
Recent Gartner and Capgemini studies predict only around 25% of data science projects are successful and only around 15% make it to full-scale production. Of these, many degrade in performance and produce disappointing results within months of implementation. How can focusing on the desired business outcomes and business use cases throughout a data science project help overcome the odds?
Marlabs Capabilities Overview: DWBI, Analytics and Big Data ServicesMarlabs
Marlabs’ Business Intelligence and Analytics practice can support customers’ needs throughout the information management lifecycle. As a vendor-agnostic and holistic service provider with expertise in a range of tools and technologies, we can help clients make informed decisions to employ the right technologies that align with their business needs.
Testing in the New World of Off-the-Shelf SoftwareJosiah Renaudin
Testing an off-the-shelf, sometimes called COTS, system? Often, project managers and stakeholders mistakenly believe that one benefit of purchasing software is that there is little, if any, testing required. This could not be further from the truth. Testing COTS software requires a different focus from traditional testing approaches. Although no software package will be delivered free of bugs, the testing focus from the purchasing organization’s perspective is not on validating the base functionality. Gerie Owen and Peter Varhol share a framework for testing COTS packages and discuss in detail each of the major focus areas―customizations and configurations, integration, data, and performance. Discover how to work with business processes and integration maps to design an effective test strategy. Whether you are testing a small COTS package or a large enterprise COTS application, join Gerie and Peter to learn how to focus your testing effectively and develop a new test skill set.
Bridging the Gap: from Data Science to ProductionFlorian Wilhelm
A recent but quite common observation in industry is that although there is an overall high adoption of data science, many companies struggle to get it into production. Huge teams of well-payed data scientists often present one fancy model after the other to their managers but their proof of concepts never manifest into something business relevant. The frustration grows on both sides, managers and data scientists.
In my talk I elaborate on the many reasons why data science to production is such a hard nut to crack. I start with a taxonomy of data use cases in order to easier assess technical requirements. Based thereon, my focus lies on overcoming the two-language-problem which is Python/R loved by data scientists vs. the enterprise-established Java/Scala. From my project experiences I present three different solutions, namely 1) migrating to a single language, 2) reimplementation and 3) usage of a framework. The advantages and disadvantages of each approach is presented and general advices based on the introduced taxonomy is given.
Additionally, my talk also addresses organisational as well as problems in quality assurance and deployment. Best practices and further references are presented on a high-level in order to cover all facets of data science to production.
With my talk I hope to convey the message that breakdowns on the road from data science to production are rather the rule than the exception, so you are not alone. At the end of my talk, you will have a better understanding of why your team and you are struggling and what to do about it.
Are you planning to move existing applications to the cloud and want to avoid setbacks? These slides are from a webinar jointly presented by Atmosera and iTrellis, LLC. The webinar can help you find out how to assess your needs, plan out a migration and successfully operate your applications in a modern cloud environment. The webinar will provide the following answers:
* What re-platforming means and why you need to think about it
* How to take full advantage of a cloud such as Azure: agility, flexibility, and cost savings
* Lessons learned and best practices for planning a successful move to a modern cloud.
The full webinar playback URL is at https://www.atmosera.com/webinar-replatforming-application-cloud/
Marlabs Capabilities Overview: Application Maintenance Support Services Marlabs
Marlabs application development and support services include application design, development, systems integration/consolidation, re-engineering, and implementation of packages.
Marlabs’ independent testing services can help customers improve the quality and performance of their software applications along with faster time to market and reduced cost of testing. Our end-to-end outcome-based testing process is aligned with the client’s strategic and operational goals to provide maximum value. We offer a wide range of testing services including life cycle testing, test consulting, test automation services and specialized mobile and enterprise application testing services.
Marlabs helps insurance companies transform core systems using Guidewire solutions. Marlabs works with insurance companies to align Guidewire applications with business objectives to prevent vulnerabilities from the implementation and deliver the project on time and within budget.
Similar to Validation and Business Considerations for Clinical Study Migrations (20)
The world is quite a different place than it was six months ago, and with the 2020 holiday season fast approaching, the pressure is on to meet revenue goals in what’s been an uncertain year.
In August, we surveyed 154 marketing executives to find out what they think is likely to happen this holiday season and how they are preparing for it. The results are fascinating, and we’ve distilled them into clear actions you can take right now to adapt and prepare for a very different 2020 holiday season.
In this webinar, Eric Enge (Principal, Digital Marketing at Perficient) and Jim Hertzfeld (Chief Strategist, Digital at Perficient) discussed:
How marketers have already adapted and where they see the most opportunity moving forward
What will be different this holiday season and how to adjust your strategy accordingly
Ways to identify and meet changing customer expectations, wants, and needs
How to determine if your priorities or investments should change
What actions you can take right now to be successful
Transforming Pharmacovigilance Workflows with AI & Automation Perficient, Inc.
Medical information call centers have an opportunity to transform the way they capture, code, and analyze adverse events (AEs) and product quality complaints (PQCs) with artificial intelligence (AI) and automation.
The use of such innovative technology improves data quality and consistency, compliance, and operational efficiency. It helps reduce the frequency of your pharmacovigilance (PV) operations resources going home, saying, “I have more to do at the end of the day than I did when I started."
Our one-hour, on-demand webinar shows you how you can use AI and automation to turbo-charge your end-to-end PV system. Use cases and demonstrations will include:
Analyzing safety data
Auto-coding verbatim terms to official medical dictionary terms
Auto-creating an AE case in your database
Converting speech to text
The Secret to Acquiring and Retaining Customers in Financial ServicesPerficient, Inc.
Data, when leveraged effectively, can help you segment and target customers, analyze spending habits, and can create a personalized experience that builds value and customer loyalty.
Without a 360-degree view of your customers, you can’t properly target them with real-time personalized offers, advice, and other services. In addition, lack of customer intelligence creates lost opportunities for banks and insurers to cross-sell and upsell new products and services.
Our one-hour webinar covered how customer intelligence platforms can help you engage, acquire, and retain customers.
Oracle Strategic Modeling Live: Defined. Discussed. Demonstrated.Perficient, Inc.
The only thing certain about forecasting in a volatile economy is that the future is unpredictable. Historically, organizations have effectively utilized statistical techniques for short-term business planning, but leveraging actuals no longer allows us to predict the future. The ability to be prepared, responsive, and agile under these conditions is becoming a crucial success factor. Oracle Strategic Modeling can help you better navigate change to cope with uncertainty.
If your CFO’s questions regarding earnings, liquidity, and cash flow are unceasing and far-reaching, watch our on-demand webinar for a deep dive into strategic modeling. We modeled real-world scenarios to show how you can:
Quickly and easily develop a hierarchical model of your business
Leverage multiple pre-built functions to forecast key performance drivers
Provide transparency on forecasted financials via audit trail
Utilize goal seek to set financial targets and estimate the financials drivers necessary to achieve it
Perform sophisticated “what-if” analysis via simulations to improve the accuracy of your forecast
Use built-in dashboard functionality to deliver powerful reporting capabilities
While many stay-at-home orders have been lifted, consumers’ new digital buying behaviors and habits are here to stay. Watch our panel discussion on the accelerated need for commerce and learn how commerce and content can transform our digital economy.
Topics include:
-What is the “experience economy” and how do you leverage it? -If you move beyond product and price, what’s next?
-How business models have shifted and what you can do to break down silos and leverage new processes to capture the digital dollar.
-How organizations have built agile teams to address the ever-changing needs of customers, including responsive approaches that address the omnichannel consumer.
-Technologies that are best suited to enable your business and customers – and how headless commerce has changed the game.
-How the future of commerce is changing, and what you should do now to prepare.
Our panel features Jordan Jewell, IDC Research analyst known for his insight into the commerce industry. Joining him from Perficient is general manager Brian Beckham, who brings deep expertise in content management and empowering organizations in their digital transformations. Rounding out the panel is Episerver’s Joey Moore, who has spent the last decade helping organizations across the globe advance their digital maturity.
Centene's Financial Transformation Journey: A OneStream Success StoryPerficient, Inc.
Centene, a large multi-line managed care organization, was looking to modernize and streamline its corporate performance management (CPM) applications.
Centene had to move data between platforms multiple times during the close process so that close data could be fully consolidated and made available for reporting. This process had numerous challenges and inefficiencies that Centene wished to improve upon so that they could provide a more streamlined and more transparent process to the functional teams that leverage consolidated financials in their systems for reporting and analysis.
Centene chose OneStream XF for global and US consolidations, currency conversion, eliminations, and ownership percentage.
Michael Vannoni, director, financial systems solutions discussed the migration to OneStream XF including:
-Factors leading to the selection of OneStream XF
-Details of the solution design
-Benefits realized with global consolidation implementation
-Future planned enhancements
WHODrug Koda, developed by Uppsala Monitoring Centre (UMC), is an automated coding service, which uses artificial intelligence (AI) to automate the coding of drug names and ATC selections, improving consistency and operational efficiency. It can also be used to accelerate dictionary upgrades, including the transition from WHODrug B2 format to B3.
Through API (Application Programming Interface) web services, the coding engine can be integrated with custom or off-the-shelf drug safety, medical coding, or data management systems.
In this webinar, Perficient and UMC discussed WHODrug Koda and how you can integrate it into your medical coding activities.
Preparing for Your Oracle, Medidata, and Veeva CTMS Migration ProjectPerficient, Inc.
There are multiple reasons why companies migrate to a new clinical trial management system (CTMS). Still, the two most common are mergers and acquisitions (i.e., CTMS consolidation) and the desire to switch CTMS vendors. Regardless of the reason, many of the best practices, processes, and tools are the same.
In this webinar, we looked at the migration approaches taken across several case studies. You’ll come away with an understanding of:
Pros and cons of each CTMS migration method
Types of migration tools, including APIs, ETL tools, and adapters
Approximate timelines and costs associated with each migration method
The topics discussed in this webinar can be applied to any CTMS migration project, whether you’re moving to or from Oracle’s Siebel CTMS, Medidata’s Rave CTMS, and Veeva’s Vault CTMS.
Accelerating Partner Management: How Manufacturers Can Navigate Covid-19Perficient, Inc.
The pandemic has ushered in a new normal for manufacturers, and the impact of digital communication is more important than ever.
View our on-demand webinar with Tony Kratovil, Regional Vice President of Manufacturing at Salesforce, and Eric Dukart, National Sales Executive at Perficient. They covered why the right digital strategies are critical for manufacturers in the wake of COVID-19.
Our webinar covered:
Current challenges with forecasting, collaboration, and disruptions to distribution networks.
Insights for stabilizing operations, accelerating partner management, and developing a digital strategy that differentiates your business.
Candid Q&A with real-world examples.
New Work.com resources to help manufacturers restart safely and rebuild.
Tools and resources to move forward – fast.
The Critical Role of Audience Intelligence with Eric Enge and Rand FishkinPerficient, Inc.
Things move quickly in marketing. How do you identify what your customers need and how you can help? Now more than ever, audience intelligence is the key.
Audience intelligence is about understanding your target customers, their needs, what resonates with them, and how you can reach them. Eric Enge (Digital Marketing Principal, Perficient) and Rand Fishkin (Co-Founder & CEO, SparkToro) discussed this topic live on May 7, 2020. Watch to hear tactics for gaining a better understanding of your customers, how to use audience intelligence to optimize your marketing now, and more.
Cardtronics, the global leader in ATM deployment and management, decided to retire its on-premises Hyperion solution to gain the operational efficiencies, features, and functionality provided by a best-in-class cloud solution.
Cardtronics chose Oracle EPM Cloud including Financial Consolidation and Close, Planning, Management Reporting, Account Reconciliation, Enterprise Data Management, as well as Oracle Analytics Cloud.
In this video, project owner Richard Ng, director, financial systems, Cardtronics, discusses the migration to Oracle EPM Cloud including:
Multi-release 18-month deployment schedule across multiple countries
Benefits of a global Chart of Accounts for ERP and EPM
Seamless integration across ERP Cloud, HCM Cloud, and EPM Cloud
Preparing for Project Cortex and the Future of Knowledge ManagementPerficient, Inc.
Microsoft has turned traditional enterprise content management on its head with its recent announcement of Project Cortex.
Project Cortex uses advanced artificial intelligence to harness collective knowledge from across the enterprise and automatically organize it into shared topics like projects, products, processes, and customers. Using AI, Cortex creates a knowledge network based on relationships among topics, content, and people and delivers it in the apps you use every day – Office, Outlook, and Teams.
This webinar examined Project Cortex in more detail, including:
• What is Project Cortex?
• Why is Project Cortex different than other knowledge network projects previously introduced?
• How does incorporating AI and automation change the game?
• What is possible with Project Cortex?
• What can you do to prepare?
Utilizing Microsoft 365 Security for Remote Work Perficient, Inc.
With an increasingly mobile workforce, and the spread of shadow IT, the rapid rise of cybercrime - companies must find unique ways to effectively manage their sprawling SaaS portfolio.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
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.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
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.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
2. 2
About Perficient
Perficient is the leading digital transformation
consulting firm serving Global 2000 and enterprise
customers throughout North America.
With unparalleled information technology, management consulting,
and creative capabilities, Perficient and its Perficient Digital agency
deliver vision, execution, and value with outstanding digital
experience, business optimization, and industry solutions.
3. 3
Perficient Profile
Founded in 1997
Public, NASDAQ: PRFT
2016 revenue $487 million
Major market locations:
Allentown, Atlanta, Ann Arbor, Boston, Charlotte, Chicago,
Cincinnati, Columbus, Dallas, Denver, Detroit, Fairfax,
Houston, Indianapolis, Lafayette, Milwaukee, Minneapolis,
New York City, Northern California, Oxford (UK), Southern
California, St. Louis, Toronto
Global delivery centers in China and India
~3,000 colleagues
Dedicated solution practices
~95% repeat business rate
Alliance partnerships with major technology vendors
Multiple vendor/industry technology and growth awards
5. 5
Today’s Presenters
5
Kay Laskowski – Lead Business
Consultant, Life Sciences
- 25 years in the clinical research
field
- Experience consulting in Data
Management, PV, and Drug Safety
and QA
Joe Daly – Senior Business
Consultant, Life Sciences
- Over 20 years in the clinical data
management field
- Senior-level clinical data
programmer
6. 6
• What is study migration?
• Reasons for study migration
• Overview of the process
• Business considerations
• Validation considerations
• Case studies
Agenda
7. 7
What is study migration?
Study migration involves moving a clinical study
from one database to another database.
Based on multiple client requests, Perficient has
developed a process, using Data Pump, to
export a study in it’s entirety from one Oracle
Clinical database and import it into another
Oracle Clinical database. This includes, but is
not limited to, the database objects, user
accounts, audit trails and journaling records as
well as the data.
8. 8
Perficient and study migration
Reasons for migration, overview of the
Data Pump process, and technical
considerations were presented in the
webinar ‘An Introduction to Clinical Study
Migrations’ in May 2017.
https://youtu.be/lKrMcw3pWzI
9. 9
Reasons for study migration
• Archiving
• Transfer of responsibility
• Sponsor change
• CRO change
• Moving to a cloud / hosted solution
• Consolidation of databases
• Due to acquisitions or partnerships
• Due to streamlining needs
• Platform change
10. 10
Process for study migration
Planning
•Project
•Validation
Analysis
•Technical
•Business
•Validation
Development
• Data export /
import
process
•Installation /
upgrade log
(if needed)
•Testing
scripts
Dry run /
informal
testing
•Migration and
installation
•Testing (IQ,
MQ, post
migration
cleanup)
Validation
• Execute
migration/inst
allation into a
Validation
environment
•Formal
documented
testing (IQ,
OQ/PQ, MQ)
Production /
Go Live
•Execute
migration /
installation
into Prod
database
•Formal
documented
testing (IQ)
Close out /
Hypercare
•Summary
Reports
•Support
11. 11
Business considerations
• Really important to include people impacted by the migration, so that risks to downstream
processes can be taken into consideration and fully mitigated before the move to production
• Imperative that there is someone familiar with the source database, including any
customizations (back-end custom objects, custom database roles) especially if the team
performing the migration don’t have access to the source database
• Some programming may not function post migration. Decisions will need to be made as to
how to resolve those issues (post-migration cleanup) or if those items are non-critical to the
team post migration, how to minimize the impact
• Derivation/validation programs that call upon custom external objects that are outside
the scope of what is being migrated
• TMS dictionary/domains will need to be created and handled post migration
• Integrations with other systems that are outside the scope of migration will be broken
12. 12
Identifying and managing business risks
Migration Impact Considerations
• Might not be able to migrate everything
• Assess risk versus cost
• What is the business risk and how can it be mitigated?
• Validation, derivation or extract macros may not function post migration. Can these be re-
programmed at a later date?
• TMS verbatim term assignments may not transfer. Are there resources available to handle
any manual recoding that is needed?
• When is the best time to take an active database down for the production migration? Is it
better to migrate into an empty database so as not to impact studies that are running?
13. 13
Migration strategies
Not All Migration Projects Are the Same
A migration project can be streamlined if major points are
considered during the planning stage.
• Subsystems – Can major subsystems be eliminated
based on non-use (Labs/TMS)?
• Custom Programming – Identifying and planning for
dependences on custom external packages
(derivation/validation procedures, extract macros, etc.).
• TMS Dictionaries – Have dictionaries been customized?
Will manual steps be needed to ensure coding in target
database?
• New logos – Can image files be easily provided during
planning?
• Custom User Roles – Estimate time for creation and
testing of custom roles.
• Thesaurus DVG – File/table dependency consideration.
14. 14
Conflict analysis when migrating into a populated database
Conflict Analysis
• Where the target database is populated with existing objects and
ongoing clinical trials, it is important that the migrating source objects do
not conflict with target objects.
• A detailed conflict analysis produced by Perficient identifies differences
in all database objects, such as global library, reference code lists,
design elements, etc.
15. 15
Conflict resolution rules
Addressing Conflicts
• After a detailed analysis of all conflicts, an
informal risk assessment is provided to
the client for review.
• Each individual conflict may be resolved
with various approaches
–Retain data as defined in the source
database
–Retain data as defined in the target
database
• Beyond creating rules for database object
conflicts, it is important to also consider
conflicts with user accounts and user
privileges.
16. 16
Post-migration cleanup
Post-migration Cleanup
• To avoid impact to migrating studies and down stream processes, manual
modifications may be necessary following the migration. These updates are
detailed in the post-migration cleanup document.
• Examples of a manual modifications
• Retiring derivation procedures which call custom package, not present in the
target database
• Checking/unchecking “Active” flag for DVG values
• Assigning the migrated study to a different TMS domain
• Updating a reference codelist value
17. 17
Informal testing – What to test?
Informal Testing
• Once a target test environment is available, informal testing of functionality
known or suspected to be effected by migration, are tested.
• Examples of informal testing include:
• Running Batch Validation, data extracts, graphic layout editing
• Confirming menu paths and eCRFs can be opened and display correctly
• Confirming accounts migrated over have the expected access privileges
• Basic system functionality (installation qualification)
• Impact of filters on specific tables migrated over
• Testing for impact on other studies in the database
• Informal testing can reveal issues with system functionality, custom
programming dependencies, and also drive the development of testing
requirements.
18. 18
Requirements gathering
Migration Requirements Specification (MRS)
• Client and Perficient collaborate to determine
the overall extend of migration testing, as well
as the level of detail appropriate for a
particular migration project.
• Essentially the MRS is list of everything that
will tested/compared between source and
target databases.
• Important to involve client team members
who have technical knowledge of OC, source
clinical study data, as well as source
database customizations.
19. 19
Development of testing documents
Testing Documentation Overview
• Migration Qualification Test Suite (MQTS)
• SQL row counts and specific OC/RDC screen captures executed on source and compared to
target to verify matching results after migration
• Installation Qualification (IQ)
• Testing OC/RDC/TMS installation and/or version upgrade
• Custom User Role Checklist
• Testing the OC menu access for custom user roles
• Supplemental IQ
• Example, testing installation of a new character set
20. 20
Conducting migration testing
Migration Qualification Test Suite (MQTS)
• Example of a SQL listing executed as part of MQTS might be row counts
of the total number of DCIs for a study, by DCI status (Active, Provisional,
and Retired).
• Source data access restrictions may require tester to be onsite.
• Source MQTS execution should be as close to data export as possible.
• To avoid any data changes in RDC after Source MQTS execution the
“DCI forms Entry Enabled” checkbox can be unchecked as way to prevent
RDC access in the source DB. This flag is then checked in the Target
database after migration
21. 21
Production cutover
Production Cutover
• Determine the least invasive timeframe for the system to be taken off line
• Important to identify any upcoming database locks, interim analysis, or other
study deadlines for either source study or ongoing target database studies,
and plan the production cutover accordingly
• Execute post-migration cleanup document
• Execute migration, installation or supplemental test cases
• As documented in Val Plan/Change Request/Protocol
• Summarize the results of the validation (IQSR, MQSR)
22. 22
Validation considerations
• Important that the process is fully documented, from the plan to the actual results
• QA should have input from technical and business subject matter experts to ensure the process
is detailed
• Risk based approach can be used, but all decisions made to test/not test, migrate/not migrate
etc. should be fully documented
• Follow your SDLC process
• Perficient’s process included the following documents (note how there is a plan/protocol that is
followed by it’s own summary report):
• Validation Plan Validation Summary Report
• Installation Qualification Protocol Installation Qualification Summary Report
• Migration Qualification Protocol Migration Qualification Summary Report
• Operational Qualification Protocol Operational Qualification Summary Report
• Change Plan Change Summary Report (if migrating into a database that already has data)
23. 23
Validation plan
• Validation Plan vs. Change Plan
• Validation Plan
• Migrating into new database
• Requires testing of the base application
• Change Plan
• Migrating into database with existing data
• System is in place and has been
validated
24. 24
Validation plan
• Validation or Change Plan should follow your SDLC procedure/templates and
should include the five W’s: Who, What, When, Where, Why (and How)
• Who: audience, roles and responsibilities of the team members
• What: scope of the project, methodology
• When: optionally reference a project plan
• Where: testing and production environments
• Why: project background
• How: brief summary of Qualification Testing
26. 26
Validation plan
• Validation Plan creation
• Author: Quality Assurance or trained
designee
• Include input from IT, system owner, SMEs
• Review and Comment: Project Manager,
IT/Installer, system owner, stakeholder,
QA, SMEs
• Approve: author, system owner,
stakeholder, QA
Your SOPs may differ – always
follow your SOPs
27. 27
Protocols
• Qualification Testing is outlined in the Plan
• Change Plan may be a hybrid of the Validation Plan and Qualification Protocols
• Protocols describe more completely the What and How of the project
• System diagram
• Referenced testing documentation (installation log, test cases)
• Testing instructions
• Test execution instructions
• Success/Failure definitions
• Documenting discrepancies
• Resolving issues
28. 28
Protocols
• Different protocols may be needed for
each phase of the qualification –
dependent on overall migration
complexity
• Installation Qualification (IQ)
• Operational
Qualification/Performance
Qualification (OQ/PQ)
• Migration Qualification (MQ)
• Author, reviewers, and approvers are
outlined in the Plan
29. 29
Installation qualification
protocol
• Tests new database install and/or existing
database clone
• Usually executed for both Validation and
Production environments
• Installation Qualification (IQ) Protocol includes:
• System specifications/diagram
• Installation and/or cloning overview
• Qualification Documentation
• IQ test suite
• High level testing to verify installation
is correct
• Installation Log
• Cloning Log
• References Summary Report
30. 30
Operational qualification/performance qualification protocol
• Tests the functionality of the system
• Typically executed in Validation only
• Operational Qualification/Performance Qualification Protocol includes:
• Testing overview
• Qualification Documentation
• OQPQ Test Suite
• Mapped to functional and/or user requirements
• Very detailed testing to verify functionality
• Reference to OQPQ summary
31. 31
Migration qualification
protocol
• Tests the study migration
• All study objects present
• All study data present
• Typically executed in Validation
• Migration Qualification (MQ) Protocol
includes:
• Testing overview
• Qualification Documentation
• MQ Test Suite
• Migration Logs
• Reference to Migration summary
32. 32
User acceptance
testing
• Optional testing executed by users of the
system
• Can be informal or formal
• Users can log in and successfully
access their studies
• Users can perform job-related tasks
• Integrations are working as expected
• May be documented in the Validation Plan
33. 33
Testing documents – Requirements, Trace Matrix, Test Cases
• Requirements
• Broad description of system specifications
• User Requirements – defined by users to ensure the system meets their business needs
• Functional Requirements – system functionality according to vendor-supplied documentation
• Requirements will drive the development of test cases
• Trace Matrix
• Mapping of the requirements to test cases
• All requirements must be mapped to at least one test case in the Trace Matrix
• All test cases must be listed in the Trace Matrix and verify at least one requirement
• Test Cases
• Detailed step-by-step test that verifies the requirement has been met
• The relationship of requirement to test case can be one-to-one, one-to-many, many-to-one, or
many-to-many
34. 34
Testing documents – Requirements, Trace Matrix, Test Cases
Requirement
Trace Matrix:
Requirement to
Test Case
Test Case
35. 35
• Types of testing
• IQ testing
• Does not require requirements/trace matrix
• Test cases designed to broadly test common functionality
• All new installations, clones of existing installations, upgrades require IQ testing
• OQ/PQ testing
• Requires requirements/trace matrix
• Test cases are detailed and designed to verify/test requirements
• New installations require OQ/PQ testing
• Upgrades may or may not require full OQ/PQ testing (Risk Assessment)
Testing documents – Requirements, Trace Matrix, Test Cases
36. 36
• Types of testing (cont.)
• Migration testing
• Requires requirements/trace matrix
• Requirements pertain to migration and not overall functionality of the system
• Example: Row counts in source database match row counts in target database
• Test cases are detailed and designed to verify/test requirements/migration data
• Study migrations require migration testing
• Integration testing
• May or may not require requirements/trace matrix/test cases
• Integration testing may be part of user acceptance testing which does not always
have a requirements or trace matrix document
• May be included in the migration testing requirements/trace matrix
• Integration testing is required for upgrades and study migrations when the system
(source or target) has one or more integrated system other than TMS
Testing documents – Requirements, Trace Matrix, Test Cases
37. 37
Testing documents –
Requirements, Trace Matrix,
Test Cases
• Types of testing (cont.)
• User role testing
• Requires requirements/trace matrix
• May be combined with the migration
requirements/trace matrices
• Requirements pertain to testing custom user
roles and not overall functionality of the system
• Because of the complexity of the user roles, the
requirement may reference a spreadsheet which
contains the user role detail
• Example: Data Management user role can
access the menu paths displayed in the User
Role spreadsheet.
• Test cases are detailed and designed to verify/test
requirements/user role data
• Upgrades and study migrations require user role
testing when the roles have been customized in the
source database
38. 38
Protocol execution summary reports (PESR)
• A report will be created to summarize the results of each qualification protocol
(phase of testing)
• The report should include documentation anomalies, discrepancies from the protocol,
test results (pass/fail percentage), and any incidents reported during testing
• The summary report should only include results specific to the protocol for which it is created
• Each protocol will have at least one summary report
• IQ Protocol will have two summary reports: one for Val and one for Prod testing
• Ideally each testing phase will be successfully closed before starting the next phase
• IQ summary report approved before OQ/PQ testing begins
• OQ/PQ summary report approved before migration testing begins
40. 40
Validation summary reports (VSR)
• At the completion of all qualification testing, a report will be created to summarize
the results of the validation plan
• The report should include documentation anomalies, discrepancies from the
protocol, test results (pass/fail percentage), and any incidents reported during any
phase of testing
• The VSR should include results of all qualification protocols outlined in the
Validation Plan
• The VSR should include an overall statement of validation for the system
42. 42
Case study 1
Background
A small spin-off device company needed to migrate 4 ongoing OC/RDC/TMS studies from their parent
company into their own new hosted OC/RDC/TMS database. All 4 studies would be migrated at one
time into an empty OC/RDC/TMS database. The target database would be the same character set and
the same version of OC/RDC/TMS as the source database.
Challenges
• Because of the limitations on our previously marketed product, Accel Copy, it was determined that
we needed to develop a new, highly scalable process for the migrations.
• The parent company’s CDMS system included numerous integration points, custom database
objects, email notification programming and tens of thousands of users in their source database.
• The 4 ongoing studies needed to be migrated with minimal downtime and no downtime or adverse
effects on the parent company’s system.
43. 43
Case study 1 (cont.)
Successes / Lessons Learned
• Because our team had worked previously with the source company, we were allowed full
access to the database to do the analysis and the exports ourselves. This was ideal as it
allowed us to do numerous test exports and database queries while we developed our
process without disturbing the sponsor.
• Sponsor allowed most global tables to be exported without filters (e.g. GLIB objects, LAB
subsystem, Codelists). This simplified the process and there were less issues
encountered due to “missing” objects.
• Implications of changing the TMS dictionaries were not fully realized until post-migration
of validation database.
• Client opted to run a full proc compare of the SAS export which although took time, did
help them in their preparation for post go live and identified several issues with custom
extract macros that was missed during the analysis phase.
44. 44
Case study 2
Background
We were hired by a CRO to migrate 7 studies into a new hosted OC/RDC/TMS database for its
client who had purchased the drug rights from a major pharmaceutical company. Due to study
timelines, it was determined that the first 6 studies would be migrated initially. The 7th study would
be migrated at a later date but would need to be imported into the same database. The source
database was version 5.0, but the CRO wished the database to be upgraded to 5.1 as part of the
migration.
Challenges
• We had to incorporate an upgrade (with a full OQ) into the process
• This was one of the first upgrades to 5.1 that we had conducted, and we ran into quite a few
bugs that required additional time to troubleshoot
• We had to develop a modified migration process to allow a migration of 1 study into a non-
empty database
• We did not have any access to the source database. All exports, analysis and testing from
the source database had to be done by the pharmaceutical company
45. 45
Case study 2 (cont.)
Successes / Lessons Learned
• Custom user roles from the source were not conducive to the process flow of the
CRO so new roles had to be created and tested post migration. This added to the
project timelines.
• Testers from the source side did not have access to all of the menu options needed
to capture the screenshots required as part of the migration testing and were not
familiar with Perficient’s execution practices. In further projects we have moved to
SQL row count scripts more so than screenshots which has reduced our testing
time. We also sent a resource onsite to execute the source scripts themselves.
• Had to develop a process for migrating a study into a non-empty database
47. 47
For information about Perficient’s capabilities, please email
Jessica.Knowles@perficient.com.
Register for our next webinar:
• Enriching the Value of Clinical Data with Oracle Data
Management Workbench (August 10, 2017 at 9-10 A.M.
CT)
Additional Resources
• Perficient.com/SocialMedia
• Facebook.com/Perficient
• Twitter.com/Perficient_LS
• Blogs.perficient.com/LifeSciences