Generative AI Use Case Library for the Chemical & Pharmaceutical Manufacturing Industry

Info-Tech’s use case library provides practical guidance to help manufacturers accelerate value-driven Gen AI use case adoption.

Ensure Your Products Have a Compliant Manufacturing Supply Chain

• Identify: Understand the compliance, certifications, standards, and regulatory activities that are important for your business sector and products.
• Prioritize: Further determine which tools can be used for tracking and tracing information for conducting internal audits and generating reports for governing bodies.
• Align: After establishing what technologies are needed for compliance, form the team in accordance with initial setup and ongoing management of compliance across all suppliers as well as considerations for management of in-transit control processes such as customs and CTPAT.

Chemical Manufacturing Circular Economy Report

• Unprecedented challenges in the Chemical Manufacturing industry are forcing organizations to innovate and reduce time to market with an emphasis in recyclability and durability.
• Learn about how the circular economy affects both your organization and IT specifically, including challenges and opportunities, with expert assistance.

Chemical Manufacturing Skills Gap Report

• Given the rapid pace of IT transformation due to the advent of Industry 4.0 technologies and the IT/OT convergence, traditional Manufacturing IT departments are facing a major shortage in the skills required to be successful.
• Learn about how skills gaps are affecting both your organization and IT specifically, including challenges and opportunities, with expert assistance.

Chemical Manufacturing IT/OT Convergence Report

• The IT/OT convergence will bring new levels of connectivity to the manufacturing shop floor, creating great opportunities for remote monitoring, predictive maintenance, and vendor support.
• Learn about how the IT/OT convergence affects both your organization and IT specifically, including challenges and opportunities, with expert assistance.

Benchmarking Report: A Cross-Industry Comparison of IT Stakeholder Satisfaction

• Every industry has unique characteristics that can hamper progress or facilitate success in satisfying IT stakeholders. Reimagine your strategy by shifting the definition of who your peers really are.
• Discover which industries achieve high stakeholder satisfaction across 13 core IT services.
• Learn the characteristics that different industries have that can help or hinder IT success.
• Understand what your industry has in common with others that you can leverage to improve stakeholder satisfaction and overcome your own institutional barriers.

Chemical Manufacturing IT Management & Governance Benchmarking Report

• Understanding your IT team’s perception of what’s important and how well they’re doing is central to identifying strengths, weaknesses, and potential misalignments with business priorities and expectations.
• Learn about how IT departments in your industry assess the importance and effectiveness of 45 IT processes to gauge your own alignment and identify select processes for targeted improvement.

Chemical Manufacturing IT Staffing Benchmarking Report

• Many IT departments are already running lean, struggling to keep pace with never-ending demands from the business to be a reliable operator and effective partner, all while finding time and resources to be innovative.
• By taking the IT Staffing Diagnostic and participating on our unique IT Spend Benchmarking, you will gain critical insights to position your IT team to be more strategic.

Chemical Manufacturing IT Stakeholder Satisfaction Benchmarking Report

• IT leadership needs to understand where their clients are unsatisfied with the quality of service they are receiving from IT.
• Understand important focus areas to address and insights into how your team compares with other Chemical Manufacturing IT organizations.

Autonomous Technologies in Manufacturing

The deployment of industrial robots in manufacturing can yield a wide range of impactful results, transforming various aspects of operations, productivity, and overall business success. Some potential results and impacts include:

• Enhanced Productivity: Industrial robots can perform tasks with high precision and consistency, leading to increased production speed and reduced cycle times. This heightened productivity can result in greater output and quicker order fulfillment.
• Improved Quality: Robots execute tasks with minimal variation, resulting in consistent product quality and reduced defects. This leads to improved customer satisfaction, reduced rework, and decreased waste.
• Optimized Resource Utilization: Robots can operate 24/7 without breaks, minimizing idle time and maximizing resource utilization. This efficiency leads to reduced energy consumption, optimized material usage, and improved overall resource management.
• Increased Flexibility: Modern robots are designed for versatility and easy reprogramming. Manufacturers can swiftly adapt to changes in production demands, allowing for rapid product line reconfiguration.
• Human-Robot Collaboration: Collaborative robots (cobots) can work safely alongside human operators, enhancing task efficiency and worker safety. This collaboration can lead to improved ergonomic conditions and reduced human fatigue.
• Data-Driven Decision-Making: Robotic automation generates vast amounts of data that can be analyzed to identify patterns, optimize processes, and make informed decisions for continuous improvement.
• Safety Improvement: Dangerous and hazardous tasks can be assigned to robots, reducing the risk of workplace accidents and injuries for human workers.
• Cost Reduction: While the initial investment in robotics can be substantial, the long-term cost savings from increased efficiency, reduced waste, and lower error rates can be significant.
• Competitive Advantage: Companies that embrace industrial robots can gain a competitive edge by offering higher-quality products, faster turnaround times, and improved customer responsiveness.
• Sustainability: Efficient resource utilization and waste reduction achieved through robotic automation can contribute to improved sustainability efforts, leading to reduced environmental impact.

Generative AI in Digital Twins

The deployment of Gen AI with digital twins can empower manufacturers with predictive insights and real-time solutions. Manufacturers can improve their operational efficiency, innovation capabilities, and overall competitiveness using cognitive twins. Gen AI also improves resilience, risk management, and sustainability when used in conjunction with digital twins.

• Enhanced Analytics: Predict future states of the system and identify potential issues or failures.
• Optimized Performance: Optimize system and process performance, resulting in improvements.
• Improved Decision-Making: Create new, innovative designs and solutions, resulting in novel products and services.
• Improved Resilience: Enhance supply chain visibility and predict potential disruptions.
• Sustainability and Waste Reduction: Reduce waste and energy consumption, leading to more sustainable operations.
• Rapid Changes: Enable digital twins to adapt in real-time to changes in the environment.
• Risk Management: Assess and simulate various risk scenarios, enabling proactive risk management.
• Improved Modeling: Create accurate simulations of complex systems to develop and test new concepts quickly.

Empower Your Manufacturing Organization With the Potential of Intelligent Automation

Intelligent automation adds significant value to organizations. Intelligent automation has a variety of real-world applications and can simplify processes, reduce resource use, and improve operational efficiencies.

• Extend and speed up innovation, automate R&D, and integrate products and services.
• Streamline supply chain operations and enable access to accurate information.
• Improve customer experience by automating sales, services, and marketing.
• Streamline core corporate processes across finance, sales, HR, and IT.

Digital Twins in Manufacturing

Embracing digital twin technology in the manufacturing industry offers a myriad of advantages, including:

• Enhanced Product Development: Digital twins enable rapid prototyping and virtual testing, reducing the time and costs associated with physical prototypes.
• Optimized Production Processes: Manufacturers can simulate different production scenarios to identify bottlenecks, optimize workflows, and improve overall efficiency.
• Predictive Maintenance: Digital twins facilitate predictive maintenance by analyzing real-time data, allowing businesses to address maintenance needs before equipment failure occurs.
• Reduced Downtime: With real-time monitoring and predictive capabilities, digital twins help minimize unplanned downtime, leading to increased productivity.
• Improved Quality and Safety: Manufacturers can ensure product quality and safety by identifying and rectifying issues in the virtual environment before they manifest in the physical world.
• Informed Decision Making: Data-driven insights from digital twins empower manufacturers to make well-informed decisions, driving continuous improvement.
• Remote Monitoring and Control: Digital twins enable remote monitoring and control of assets and processes, enabling efficient management across distributed locations.

Using Supply Chain Control Tower for Competitive Differentiation

A supply chain control tower allows organizations to:

• Predict problems across the supply chain.
• Enable real-time information and decision-making capabilities.
• See where goods are and any bottlenecks that may be occurring.

Operational Efficiency Through Predictive Maintenance

• Predict: problems based on tolerance.
• Enable: proactive actions (predictive instead of reactive maintenance).
• See: prevention of downtime, increased productivity, and higher customer satisfaction.

Sustainable Autonomous Packaging Solutions

Failure to define and meet sustainability goals will mean:

• Significant reputational damage in addition to fines and legal action
• Inability to remain competitive in an evolving marketplace
• Being a less attractive option for customers actively looking for more sustainable solutions

Advanced Inventory Management

Effective, technology-led inventory management can help address supply chain challenges. This research presents a playbook to deploy advanced technology and improve your inventory management maturity. Critical components of this playbook include an overview of inventory management systems and their advanced capabilities, an introduction to KPIs for effective performance management, and a technology maturity map to show you what good inventory management looks like. This will ultimately arm you with the ability to plan better, procure more efficiently, and fulfill in an optimized manner across more channels, customer types, and geographies.

Understand Sustainability Compliance in Chemical Manufacturing

Failure to define and meet sustainability goals will mean:

• Significant reputational damage in addition to fines and legal action.
• The inability to remain competitive in an evolving marketplace.
• Being a less attractive option for investors, customers, and employees.

The Connected Factory

• Identify: The kinds of compliance, certifications, standards, and regulatory activities that are important for your business sector and products.
• Prioritize: Further determine which tools can be used for tracking and tracing information, for conducting internal audits, and for generating reports for governing bodies.
• Align: After establishing what technologies are needed for compliance you will form the team in accordance with initial setup and ongoing management of compliance across all suppliers as well as considerations for management of in-transit control processes such as customs and CTPAT.

Chemical Manufacturing IoT Platforms Report

• The Internet of Things (IoT) promises to radically change the Chemical Manufacturing industry, providing deeper insight into manufacturing operations and generating a wealth of data to support better business decisions.
• Learn about what IoT platforms are, the state of the market, key features and functions, and leading vendors in the space in order to understand how they can transform your IT strategy and ability to deliver.

Chemical Manufacturing – Manufacturing Execution Systems Report

• Quality and time to market are two of the primary drivers for the rise of manufacturing execution systems (MESs).
• MESs have proliferated and improved over time while continuing to expand their footprint in the manufacturing process.
• Learn about what an MES is, the state of the market, key features and functions, and leading vendors in the space in order to understand how it can transform your IT strategy and ability to deliver.

Chemical Manufacturing ERP Report

• Unprecedented challenges in the industry are forcing organizations to innovate and reduce time to market, driving enterprise resource planning (ERP) technology.
• Learn about what enterprise resource planning is, the state of the market, key features and functions, and leading vendors in the space in order to understand how it can transform your IT strategy and ability to deliver.