- In September 2024, Siemens entered into a strategic partnership with Merck, a leading science and technology company, to accelerate digital transformation and elevate smart manufacturing practices; this collaboration is expected to significantly enhance industrial efficiency and innovation
- In June 2024, IBM Corporation launched version 9.0 of its Maximo Application Suite (MAS), featuring an enhanced AI-driven predictive maintenance (PdM) interface and expanded IoT integration for real-time analytics. This release is anticipated to improve user experience and asset reliability across sectors
- In June 2024, C3.ai, Inc. implemented its C3 AI Reliability solution at Holcim, a global leader in sustainable building materials, to support digital transformation and sustainability goals. The deployment is set to reduce operational risks and help the company work towards a net-zero future
- In March 2024, General Electric Vernova announced its partnership with Saudi Arabia–based TASNEE to deliver advanced predictive analytics software for critical equipment monitoring. This solution is designed to prevent downtime and improve operational resilience in petrochemical operations
- In January 2024, Rockwell Automation partnered with MakinaRocks to integrate AI-powered predictive maintenance solutions in industrial automation systems; the initiative aims to minimize unplanned downtimes and drive productivity improvements across manufacturing operations



