Digital Transformation in the Lab
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The document discusses the impact of 'new science' on digital transformation in laboratories, emphasizing its role in driving industry revenue and increasing data complexity. It outlines three main factors—rising data volumes, faster data generation, and increased demands on scientists—that necessitate digital transformation. Additionally, it provides a roadmap for achieving digital lab excellence through a structured approach to technology integration and innovation.
Digital Transformation in the Lab
- 1. Digital Transformation in the Lab MAKINGTHE DIGITALLYENABLED LABAREALITY
- 2. Copyright © 2020 Accenture. All rights reserved. 2 NEW SCIENCE ISTHECATALYSTFORTRANSFORMATION What is new science? A new mechanism, modality, indication or health technology that has been identified by the FDA or other regulatory entity as having met an unmet need, exceeding standard of care New science is expected to drive 54% of industry revenue from 2017-2022. https://www.accenture.com/us-en/insights/life-sciences/new-science
- 3. Copyright © 2020 Accenture. All rights reserved. 3 Three ways new science is driving the demand for digital transformation in the lab • Data volumes are rising. • Labs generate data faster. • Greater burden on scientists. DATA COMPLEXITY VOLUME, VELOCITY, VARIETY • Innovate rapidly. • Convert data into insights. • Collaborate broadly. BUSINESS EXPECTATIONS NEW TECHNOLOGY & SCIENCE LANDSCAPE • AR/VR/XR. • Machine learning, AI and cognitive computing. • Limitless scalability.
- 4. Copyright © 2020 Accenture. All rights reserved. 4 The path to making the digital lab a reality Transform through 5 key digital enables Follow the 3 stages of digital transformation Chart your course to digital lab excellence Keep in mind the keys to success 01 02 03 04
- 5. Copyright © 2020 Accenture. All rights reserved. 5 01 Architecture of a digitally transformed lab Data-enabled processes FAIR data standards., governance, provenance and data integrity Do more science by spending less time/money on systems integration & maintenance AI/ML From instruments to insights seamless connection across instruments, robots, and humans Taming the data deluge benefits every scientist and analyst “Collaborate to innovate”. The end of distance and the beginning of “Labs Without Borders” EXTENDED REALITY PLATFORM ARCHITECTURES INTERNET OF LAB THINGS (IoLT) COMPREHENSIVE DATA STRATEGY
- 6. Copyright © 2020 Accenture. All rights reserved. 6 Follow the 3 stages to digital transformation Do the basics brilliantly • Simplify your app landscape • Capture all the data digitally FOUNDATIONAL Redefine your lab • Implement Whole Lab Automation • Leverage AI to gain new insights ASPIRATIONAL Data-driven ways of working • Re-imagine & optimize workflows • Build end-to-end “data supply chain” TRANSFORMATIONAL 02
- 7. DIGITAL AWARENESS Understand where you stand on digitization DIGITAL STRATEGY Plan your way to become a leader in applying digital innovation DIGITAL FOUNDATION Implement the digital ground layer (ELN, LIMS, data and knowledge systems) DIGITAL LEADER Transform into a digital enterprise and stay ahead on the race to operational excellence DIGITAL MASTERY Be best-in-class and harvest the fruits of the digital revolution Copyright © 2020 Accenture. All rights reserved. 7 Chartyourcoursetodigitallabexcellence03
- 8. Copyright © 2020 Accenture. All rights reserved. 8 04 Keep in mind the keys to success Define a digital lab North Star “What does success look like?” Establish a robust digital lab Innovation Pipeline “What do we want to do, and what is important?” Systematically pick winners and scale quickly “How can we rapidly realize business value?” Identify lab innovation Lighthouses “Where should we try this first?” Leverage a trusted transformation partner “Who has successfully done this before?”
- 9. Copyright © 2020 Accenture. All rights reserved. 9 Learn more about the Digital Lab Learn more about Accenture Scientific Informatics Services START YOUR TRANSFOR MATION