Koch and Sema4.ai collaborate for AI Agent solutions

Sema4.ai's enterprise AI agents are designed to automate complex tasks and integrate with existing business processes, such as across Koch’s refining, renewable energy, chemicals, and polymer solutions. These agents are capable of understanding business context, reasoning, and collaborating with human teams to execute high-value work with accuracy and efficiency.

“By integrating Sema4.ai's AI agents into our operations, we are setting a new standard for productivity and operational excellence,” said Matt Hoag, Chief Technology Officer at Koch. “This collaboration enhances our internal workflows and positions us to offer solutions to other enterprises seeking to leverage AI for transformative results.”

“At Koch Engineered Solutions (KES), a key objective in our IT vision is ‘simplification.’ Part of our modernisation and maturity journey as a capability supporting our KES businesses, we are developing a 'Data First Architecture' with our partners at Sema4.ai and Snowflake. This will enable KES to leverage our data where it already lives, eliminating the risk of data egress. The seamless integration of Sema4.ai Team Edition into the Snowflake ecosystem will make deploying AI agents that execute real work easy and secure,” added Brad Hoefler, Chief Technology Officer at KES.

Sema4.ai's AI agents are enabling Koch companies to automate manual reconciliation processes, which have traditionally been time-consuming, error-prone, and resource-intensive. Sema4.ai's AI agents address these challenges by automating the workflow, reducing costs, and strengthening controls. The agents parse and deeply understand invoices, processing hundreds of pages line by line and integrating with existing enterprise financial data.

Tailored to solve practical enterprise challenges, this collaboration enables faster, iterative AI deployments. Enterprise partners gain access to proven AI solutions that reduce risk and speed up time-to-market for AI-driven business improvements. Together, Koch and Sema4.ai are shaping a future of smarter, more efficient AI-powered enterprises grounded in long-term innovation and market credibility.

Read the article online at: https://www.hydrocarbonengineering.com/refining/16102025/koch-and-sema4ai-collaborate-for-ai-agent-solutions/