AI Makes U.S. Chemical Companies Leaner, More Innovative

Rhea-AI Summary

Information Services Group (ISG) has released a new report highlighting how U.S. chemical companies are leveraging artificial intelligence to enhance operations and innovation. The study reveals that chemical manufacturers have achieved up to 10% greater efficiency through GenAI-based tools, IoT sensors, and predictive maintenance.

Following market volatility since COVID-19, companies are implementing digital technologies to cut costs and streamline operations. Key technological adoptions include:

• Cloud migration of legacy IT/OT systems
• AI-powered monitoring and digital twins
• GenAI for accelerating R&D and materials discovery
• AI, IoT, and AR/VR for supply chain management

The report emphasizes the industry's focus on sustainability, with companies investing in end-to-end sustainability services to monitor waste and emissions while implementing circular economy practices like advanced recycling.

Positive

• Implementation of AI and IoT leading to 10% efficiency improvement
• Successful automation of R&D processes through GenAI adoption
• Enhanced supply chain management through AI-powered demand forecasting
• Modernization of legacy systems through cloud migration

Negative

• Industry facing high costs and overcapacity issues
• Market volatility affecting production and revenue
• Recent decline in demand due to end markets reducing inventory

Industry embracing automation, analytics to streamline operations,

reduce emissions, accelerate R&D, ISG Provider Lens™ report says

STAMFORD, Conn.--(BUSINESS WIRE)-- Chemical producers in the U.S. are adopting GenAI and other new technologies to improve efficiency, innovation and sustainability, according to a new research report published today by Information Services Group (ISG) (Nasdaq: III), a global AI-centered technology research and advisory firm.

The 2025 ISG Provider Lens™ Agribusiness and Chemicals Services and Solutions report for the U.S. finds that the nation’s chemical industry, which strongly influences agribusiness as a source of fertilizers and other agricultural chemicals, has been affected by market volatility since the COVID-19 pandemic. Production and revenue suddenly fell, then recovered with rising demand, and more recently declined again as end markets reduced inventory. Over the last two years, chemical manufacturers have been cutting costs through efficiency, partly by implementing new technologies.

“Chemical companies need leaner operations and continued innovation as the industry faces high costs and overcapacity,” said Dale Hearn, ISG partner and chemicals industry lead in the Americas. “Digital technologies, including GenAI, are helping them capture new opportunities.”

A growing number of chemical companies are using GenAI-based tools to optimize production, the report says. With advanced analytics, IoT sensors and predictive maintenance, chemical makers have become as much as 10 percent more efficient by reducing equipment downtime and using resources more effectively. At the same time, many firms are modernizing decades-old IT and OT systems by migrating functions to the cloud and using AI-powered monitoring and predictive tools such as digital twins.

GenAI is accelerating chemical research and development by allowing companies to automate activities such as discovering new materials and determining optimal formulations, ISG says. Computational materials science, which uses modeling and simulation to understand materials, is moving from theory to practice with the help of GenAI.

Many companies are using AI, IoT and AR/VR to monitor and manage demand, inventory and supply chains, ISG says. These tools enable integrated demand sensing, which can instantly forecast the demand for products from a given factory at a certain point in the future, while also reporting how much supply will be available.

As one of the largest consumers of energy for feedstock production and manufacturing, the chemical industry is under pressure to become more sustainable, the report says. Companies are investing in end-to-end sustainability services from providers, which allow them to collect and report data on waste and emissions from all stages of production and delivery. Such services help manufacturers reduce waste and implement circular economy practices such as advanced recycling.

“For many chemical companies, sustainability and operational performance go hand in hand,” said Jan Erik Aase, partner and global leader, ISG Provider Lens Research. “Leading service providers offer solutions and expertise to achieve both.”

The report also explores other trends in the U.S. chemical industry, including a recent increase in mergers and acquisitions and the potential effects of new North American tariffs on makers of fertilizers and other products.

For more insights into the challenges facing the U.S. chemical industry, including increasing environmental regulations outside the U.S. and threats to supply chain resiliency, plus ISG’s advice on addressing them, see the ISG Provider Lens™ Focal Points briefing here.

The 2025 ISG Provider Lens™ Agribusiness and Chemicals Services and Solutions report for the U.S. evaluates the capabilities of 22 providers across three quadrants: Digital IT/OT — Chemicals, Supply Chain and Logistics — Chemicals and Sustainability and Innovation — Chemicals.

The report names Accenture, Capgemini, Deloitte, HCLTech, IBM, Infosys, PwC, TCS, Tech Mahindra and Wipro as Leaders in all three quadrants. It names EY as a Leader in one quadrant.

In addition, Genpact, Hitachi Digital Services and Kyndryl are named as Rising Stars — companies with a “promising portfolio” and “high future potential” by ISG’s definition — in one quadrant each.

The 2025 ISG Provider Lens™ Agribusiness and Chemicals Services and Solutions report for the U.S. is available to subscribers or for one-time purchase on this webpage.

About ISG Provider Lens™ Research

The ISG Provider Lens™ Quadrant research series is the only service provider evaluation of its kind to combine empirical, data-driven research and market analysis with the real-world experience and observations of ISG's global advisory team. Enterprises will find a wealth of detailed data and market analysis to help guide their selection of appropriate sourcing partners, while ISG advisors use the reports to validate their own market knowledge and make recommendations to ISG's enterprise clients. The research currently covers providers offering their services globally, across Europe, as well as in the U.S., Canada, Mexico, Brazil, the U.K., France, Benelux, Germany, Switzerland, the Nordics, Australia and Singapore/Malaysia, with additional markets to be added in the future. For more information about ISG Provider Lens research, please visit this webpage.

About ISG

ISG (Nasdaq: III) is a global AI-centered technology research and advisory firm. A trusted partner to more than 900 clients, including 75 of the world’s top 100 enterprises, ISG is a long-time leader in technology and business services that is now at the forefront of leveraging AI to help organizations achieve operational excellence and faster growth. The firm, founded in 2006, is known for its proprietary market data, in-depth knowledge of provider ecosystems, and the expertise of its 1,600 professionals worldwide working together to help clients maximize the value of their technology investments.

View source version on businesswire.com: https://www.businesswire.com/news/home/20250331763783/en/

Press Contacts:



Will Thoretz, ISG

+1 203 517 3119

will.thoretz@isg-one.com



Julianna Sheridan, Matter Communications for ISG

+1 978-518-4520

isg@matternow.com

Source: Information Services Group, Inc.

FAQ

How much efficiency improvement have U.S. chemical companies achieved through AI implementation?

Chemical manufacturers have become up to 10% more efficient by using GenAI tools, IoT sensors, and predictive maintenance to reduce equipment downtime and optimize resource usage.

What key technologies are U.S. chemical companies (III) adopting for digital transformation?

Companies are adopting GenAI, IoT sensors, predictive maintenance, cloud migration, digital twins, AR/VR, and AI-powered monitoring tools for operations and supply chain management.

How is GenAI being used in chemical research and development?

GenAI is being used to automate new materials discovery, determine optimal formulations, and advance computational materials science from theory to practice.

What sustainability initiatives are being implemented in the U.S. chemical industry?

Companies are implementing end-to-end sustainability services to track waste and emissions across production and delivery, while adopting circular economy practices including advanced recycling.