TaskForge AI provides a low-code/no-code platform for industrial enterprises to design, deploy, and manage specialized AI agents for automating complex physical tasks. Inspired by the need to automate heavy construction equipment and bring AI connectivity to challenging environments like oil rigs, this platform addresses the significant skills gap slowing industrial AI adoption. It enables companies to configure AI agents to control machinery, monitor operations, and optimize workflows, integrating with both new physical AI systems and retrofitting existing equipment, thereby boosting efficiency and cutting costs in critical sectors.