# Scientific AI for the Chemical Industry Accelerate new materials from molecule to manufacturing with AI on an integrated platform (BIOVIA EI&M Rich Text)The Chemical Industry's Inflection Point R&D is reaching its limit in an era of complex formulation development and sophisticated molecular design. To succeed today, chemical companies must find ways to fast-track the delivery of high-performance, sustainable materials while ensuring total regulatory compliance. (BIOVIA EI&M Highlight 1)Integrated Chemicals R&D BIOVIA integrates **predictive modeling, physics-based simulation, laboratory informatics, and Scientific AI** into a [unified digital environment](/products/biovia/3dexperience-biovia "3DEXPERIENCE BIOVIA"). This connected ecosystem enables chemical innovators to discover new molecules, optimize formulations, streamline lab operations, and scale innovation from research to production with confidence. By combining **virtual modeling with real-world data**, chemical organizations can design smarter experiments, reduce physical testing, and accelerate the journey from discovery to commercialization. [BIOVIA Materials Modeler highlight 1](/media/24584) Discover and Design Next-Gen Chemicals **BIOVIA Scientific AI** powers generative materials design and advanced molecular modeling & simulation. - Discover new molecules, catalysts, polymers and specialty chemicals - Simulate molecular interactions, reaction pathways and material properties - Apply AI and generative design to explore broader chemical spaces - Predict performance before synthesis to reduce costly trial-and-error [BIOVIA Materials Modeler highlight 2](/media/24585) [Explore Scientific AI](/products/biovia/artificial-intelligence) Accelerate Formulation Development Create **higher-performance and more sustainable formulations** while reducing experimentation costs. - Design optimized formulations with AI-guided predictions - Receive real-time feedback on performance, cost, and compliance - Connect formulation design with digital batch making and testing - Centralize ingredient and product specifications for traceability and quality [BIOVIA Formulation Scientist Highlight](/media/24586) [Learn about AI-Powered Formulation Development](/products/biovia/ai-powered-formulation-development) (BIOVIA EI&M Highlight 4) AI-Ready Labs Break down data silos, reduce repetitive work, and create **AI-ready scientific data** that powers Scientific AI and actionable insights. - Automate experiments with fully digital workflows - Centralize structured and unstructured scientific data in one environment - Ensure quality, traceability, and compliance with automated review workflows - Turn laboratory data into searchable, actionable scientific insights [BIOVIA Data Flow highlight](/media/24587) [Learn about the AI-Ready Lab](/products/biovia/ai-ready-lab) (BIOVIA EI&M Highlight 5) Sustainable Chemical Innovation Embed sustainability directly into R&D by enabling **predictive evaluation of materials, processes, and environmental impact** early in development. - Design greener molecules and safer chemicals - Reduce raw material usage and waste through virtual testing - Optimize catalysts and reaction pathways for efficiency - Evaluate lifecycle impacts earlier in development See how a global chemistry company used BIOVIA to achieve **circular and sustainable chemistry**. [Achieving Sustainability with Solvation Chemistry ](/media/24568) [ Read Nippon Shokubai story ](https://discover.3ds.com/nippon-shokubai-achieving-sustainability-goal) CUSTOMER STORY - NIPPON SHOKUBAI (BIOVIA EI&M Customers)Industrial Chemical Companies Run on BIOVIA Leading chemical manufacturers rely on BIOVIA solutions to transform scientific innovation—from molecular discovery to manufacturing. [AkzoNobel logo](/media/24551) [Aramco logo](/media/24593) [Dow Chemical logo](/media/23080) [Dupont logo](/media/24594) [Eastman logo](/media/24595) [Hunstman logo](/media/24596) [Ineos logo](/media/24597) [Shell logo](/media/24598) (BIOVIA EI&M Action Text)Get Started with AI-Powered Chemical Innovation Stay ahead of the competition by accelerating materials discovery, formulation development, and digital laboratory transformation. With BIOVIA on the **3D**EXPERIENCE platform, chemical companies can **connect data, models, and experiments** in a single innovation environment—powered by generative AI. **Download our eBook to explore how Scientific AI can transform your chemical R&D.** [Download eBook](https://discover.3ds.com/scientific-ai-virtual-twins-transforming-chemical) (BIOVIA IE&M FAQs)Chemical Industry FAQs What are examples of chemical and petrochemical industry software? Software in this sector is designed to handle the **specific needs** of complex molecular modeling and large-scale plant operations. Key examples include: - **Electronic Lab Notebooks (ELN):** Used by researchers to [document experiments and manage unstructured data](/products/biovia/one-lab/eln "ONE Lab ELN"). - **Product Lifecycle Management (PLM):** Helps manage a chemical product from [initial formulation through to commercialization](/technologies/product-lifecycle-management "Product Lifecycle Management: What is PLM software?"). - **Simulation & Modeling:** Engineers can create virtual twins of refineries to optimize throughput with [3D UNIV+RSES](/insights/3d-universes/lean-adaptable-operations "Build Smart and Sustainable Operations in Half the Time with Industrial AI") from Dassault Systèmes. - **Laboratory Information Management Systems (LIMS):** Essential for [tracking samples and ensuring quality control](/products/biovia/one-lab/lims "ONE Lab LIMS") for the **customer**. What are the new technologies in the chemical industry? Innovation is currently driven by the need for speed and sustainability. Notable technologies include: - **Scientific AI & Machine Learning:** Moving beyond generic models, "scientifically aware" AI helps predict molecular properties and accelerates the discovery of new materials. - **Modular Manufacturing:** Using smaller, mobile production units that can be scaled up or down based on **high demand**. - **Green Hydrogen:** Utilizing electrolysis to create carbon-free feedstock for ammonia and methanol production. - **Biotechnology:** Using microbes or enzymes as catalysts to create bio-based chemicals, reducing reliance on fossil fuels. What are some chemical industry process solutions? Process solutions focus on maximizing efficiency and safety during production. Common approaches include: - **Predictive Maintenance:** Using IoT sensors to monitor equipment health, preventing costly unplanned downtime for **manufacturers**. - **Process Analytical Technology (PAT):** Systems that provide real-time data on chemical reactions, ensuring the final product meets **stringent industry standards**. - **Digital Continuity:** Integrating data across the entire value chain so that R&D, engineering, and manufacturing are always aligned. What are some EHS solutions for the chemical industry? EHS is a top priority due to the hazardous nature of many substances. Solutions include: - **Compliance Management Systems:** Automated tools that track changing global regulations (like REACH or TSCA) to ensure the **customer** receives a compliant product. - **Inventory & Waste Tracking:** Specialized databases that monitor the lifecycle of hazardous materials to prevent environmental contamination. - **Incident Management Portals:** Digital platforms for reporting "near-misses" and accidents, fostering a culture of safety. EHS professionals in the chemical industry should explore [BIOVIA CISPro](/products/biovia/cispro "BIOVIA CISPro"), a comprehensive inventory management solution that tracks materials, manages safety information, and ensures compliance with both local and global regulations. What are the top 5 chemical industries? While the landscape is broad, the following sectors represent the pillars of the global **chemical industry**: 1. **Petrochemicals:** Production of ethylene, propylene, and benzene derived from petroleum and natural gas. 2. **Agrochemicals:** Manufacturing fertilizers, pesticides, and herbicides to support global food security. 3. **Polymers & Plastics:** Creating the synthetic materials used in packaging, construction, and electronics. 4. **Specialty Chemicals:** High-value chemicals produced in lower volumes to meet the **specific needs** of sectors like cosmetics and pharmaceuticals. 5. **Basic Inorganics:** Production of large-scale chemicals like sulfuric acid, chlorine, and soda ash. 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