Industry.AI, a part of the BLP Group and known as the AI factory for industry, has announced a strategic partnership with Tresata, a global leader in data accuracy systems, to create the world’s first and only AI-ready machine data platform.
The collaboration aims to empower industrial and manufacturing enterprises to accelerate AI adoption by building a trusted data foundation for living digital twins, autonomous agents, advanced algorithms, and Large Language Models (LLMs).
While the promise of enterprise AI in manufacturing is immense, progress has often been limited by poor data quality. Machine data remains highly complex—spread across thousands of protocols and siloed by competing OEMs—resulting in fragmented and unreliable datasets. This, in turn, has led to inaccurate insights and failed AI initiatives across the sector.
Through this partnership, Industry.AI and Tresata aim to overcome these barriers, providing manufacturers with clean, reliable, and AI-ready data to unlock the full potential of industrial automation and intelligence.
This partnership directly addresses this problem. Tresata’s data accuracy system will automate the end-to-end process of cleaning, tagging, and connecting complex machine data at scale, ensuring data accuracy and reliability.
This AI-ready data will then feed directly into Industry.AI’s GenAI platform, Orion, which leverages deep domain expertise and a vast library of industrial algorithms to build living digital twins and deploy agentic AI for manufacturing. These dynamic digital twins and autonomous agents can then optimize operations in real-time, driving tangible outcomes in machine reliability, productivity, energy efficiency, and operational quality.
“This partnership is about AI for the physical world, connecting what happens on the factory floor to the living digital twin and the AI agent,” said Tejpreet S. Chopra, CEO of Industry.AI. “For decades, the industrial world has been data-rich but intelligence-poor. Our deep industry knowledge, living digital twins, and autonomous agents were the last mile, but they needed clean fuel. By combining our AI factory with Tresata’s unparalleled data factory, we are providing that fuel. We are finally making machines talk, and more importantly, making them act intelligently to drive productivity, safety, and efficiency.”
The joint solution tackles the core bottleneck in industrial AI: the quality and connectivity of the machine generated data. By integrating Tresata’s Data Factory into Industry AI’s AI Factory, the partnership ensures that all downstream tools – from algorithms to LLMs – are built on a foundation of trusted, accurate, and connected data.
“AI is only as good as the data that feeds it, and this is especially true in high-stakes industrial environments,” said Abhishek Mehta, CEO of Tresata. “The ‘garbage in, garbage out’ problem has crippled real-world AI deployment. Our Data Factory was built to solve this – by maximizing automation in data engineering and delivering accurate data for all enterprise AI. By partnering with Industry.AI, we are combining the world’s best data accuracy system with the world’s leading industrial AI experts. Together, we are creating the bedrock for autonomous industry.”
The joint offering is available immediately and will provide customers in manufacturing, automotive, steel, chemical, and other heavy industries with an easy-to-use clear option for deploying impactful AI in all industrial use cases.
