DIGITALIZATION DRIVES INNOVATION AND QUALITY FOR CONSUMER PACKAGED GOODS

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1 DIGITALIZATION DRIVES INNOVATION AND QUALITY FOR CONSUMER PACKAGED GOODS

2 DIGITAL CONTINUITY DRIVES COLLABORATIVE INNOVATION Enterprise R&D, QA/QC and manufacturing organizations can no longer operate in siloed isolation. Enterprise digitalization is the first step in building a shared informatics environment where scientists can collaborate effectively to turn research breakthroughs into successful consumer products. BIOVIA technology accelerates CPG products to market by supporting model-first initiatives, improving operational agility and driving both process automation and parallel process execution. TRANSFORM THE ENTERPRISE The Dassault Systèmes 3DEXPERIENCE platform integrates data, resources, materials and models in a collaborative work environment. By establishing digital connectivity and continuity across the enterprise, the platform integrates the workflows of upstream researchers, designers and developers of new formulated products with the activities of downstream scaling and manufacturing teams. This helps to eliminate information silos, reduce process bottlenecks and costs, accelerate collaborative innovation and facilitate technology transfer while also improving end-to-end quality and reducing regulatory risk. Collaborative Innovation 20-25% physical experiments 30-40% duplicate experiments 50-70% data review and approval times Operational Excellence 30-50% repeatable experiments 20-40% method execution speed 40-60% documentation efforts Enterprise Digitalization 80-95% time aggregating data 80-90% materials usage during development 300x overall knowledge of intellectual property (IP) IT Simplification 40-50% implementation and support costs 70-80% implementation duration 30-40% user adoption rates BIOVIA BENCHMARK METRICS files & data dispersed NETWORK EFFECT DATA NETWORK EFFECT MODEL NETWORK EFFECT BIOVIA solutions on the 3DEXPERIENCE platform transform the network effect of dispersed scientific activities into data-driven, model-based network effects combining multi-physics, behavior modeling, big data, social collaboration and intuitive decision support across the value chain.

3 DIGITAL UNIFIED LABORATORY AND MATERIALS MANAGEMENT Remove barriers to innovation and improve efficiency in lab planning, lab operations, resource management and IP processes. Moving to the digital lab makes it possible for scientists to rapidly access and share previous work and collaborate more effectively across global facilities. Centralizing materials management in a digital chemical inventory management system lets scientists quickly locate and request needed materials while also improving hazardous materials reporting and compliance. Innovation should focus not just on products, but also customer experience, channels, delivery, customization, and revenue models Create an innovation engine that allows for the creation of customized products using consumer experiences and direct consumer feedback as inputs. Consumer Product Trends: Navigating 2020, Deloitte University Press, 2015 LAB PLANNING IP/PROCESSES RESOURCES request for study / lab work review & confirm plan, assign & schedule recipe / method development samples / materials inventory personnel LAB OPERATIONS generate & submit reports compile & interpret data / results lab work, test smaples recipe / method adaptation instrument inventory recipe / method management

4 MULTISCALE MODELING/SIMULATION In-silico-first and model-first strategies allow scientists to capture, derive and share powerful predictive intelligence that can speed innovative products to market. System Models Polymers Blends and formulations Microporous materials Minerals, oxides Metals, alloys Heterogeneous and homogeneous catalysts Solvents Ceramics and inorganic glass Process Simulations Adsorption/absorption Separation/diffusion Reaction/interaction Adhesion/Cohesion Annealing Surfaces/interfaces Mechanical/thermal process Miscibility/Solubility Stabilization Dispersion Corrosion inhibition Equilibrium Polymorphism Statistical Correlations Identify the factors critical to process and predict optimal behavior Optimize formulated products and reduce experiment costs SYSTEM PROCESS OPTIMIZED PROCESS DEVELOPMENT PRODUCT CHARACTERIZATION IMPROVE PROCESS In-Silico Property Prediction Remove unnecessary synthesis save money Assess properties reduce experimentation and risk Testing Analytical Simulations Analytical Simulations Spectroscopic UV-visible Vibrational Focus experiments on the most productive pathways NMR Structural XRD, morphology, crystallization System Management & Analysis Sample quality or purity Literature data on system of interest Process conditions

5 THE CASE FOR CHANGE BIOVIA solutions for CPG organizations can increase capacity, lower risk, accelerate collaborative innovation, improve operational excellence and globalize quality best practices in a system that scales to meet the needs of the formulated product lifecycle. Strategic Benefits Accelerate innovation Improve collaboration Harmonize and extend best practices across global value chain Leverage business intelligence in strategic planning Accelerate expansion of existing markets and entry to new markets Economic Benefits Enhance prioritization of profitable projects Lower tech transfer time and costs Manage commodity price volatility and resource shortages Decrease efforts for data aggregation, analysis and reporting Improve collaboration efficiency Risk Mitigation Improve process integrity, quality and compliance with better insight/full traceability Reduce investment risks with scalable, commercial solution Strengthen product claims Reduce safety risk by meeting Environmental Health & Safety requirements IT Impact Consolidate applications portfolio on a common platform Deploy validation-ready solution with reduced implementation/ support efforts Reduce risk, time and cost with configuration-based implementation Decrease administrative support and integration efforts

6 THE VALUE OF PARTNERING WITH BIOVIA Now more than ever, CPG organizations need a trusted, strategic partner that shares their vision and passion for what is possible in today s rapidly changing business and technology environment. Dassault Systèmes BIOVIA offers unparalleled experience and a strong track record in the CPG industry to assist consumer product companies with their business and IT transformation journey. We look forward to supporting CPG companies with overall project development, design and deployment to accelerate the transition from evaluation to implementation of an industry-leading digital continuity solution that drives agile product development and speed-to-market excellence. Leverage a strategic business partnership with Dassault Systèmes BIOVIA aimed at deploying an enterprise-wide digital continuity solution that enhances operational excellence, drives collaboration, lowers risk and accelerates innovation to market. Our 3DEXPERIENCE platform powers our brand applications, serving 12 industries, and provides a rich portfolio of industry solution experiences. Dassault Systèmes, the 3DEXPERIENCE Company, provides business and people with virtual universes to imagine sustainable innovations. Its world-leading solutions transform the way products are designed, produced, and supported. Dassault Systèmes collaborative solutions foster social innovation, expanding possibilities for the virtual world to improve the real world. The group brings value to over 190,000 customers of all sizes in all industries in more than 140 countries. For more information, visit Dassault Systèmes. All rights reserved. 3DEXPERIENCE, the Compass icon and the 3DS logo, CATIA, SOLIDWORKS, ENOVIA, DELMIA, SIMULIA, GEOVIA, EXALEAD, 3D VIA, 3DSWYM, BIOVIA, NETVIBES, and 3DEXCITE are commercial trademarks or registered trademarks of Dassault Systèmes or its subsidiaries in the U.S. and/or other countries. All other trademarks are owned by their respective owners. Use of any Dassault Systèmes or its subsidiaries trademarks is subject to their express written approval. Dassault Systèmes Corporate Dassault Systèmes 175 Wyman Street Waltham, Massachusetts USA BIOVIA Corporate Americas BIOVIA 5005 Wateridge Vista Drive, San Diego, CA USA BIOVIA Corporate Europe BIOVIA 334 Cambridge Science Park, Cambridge CB4 0WN England