TCS study reveals Physical AI is now mainstream as manufacturers scale AI implementation
Tata Consultancy Services today announced the findings of the Future-Ready Manufacturing: TCS Physical AI Readiness Report 2026.
The report reveals that as manufacturers increase their AI investments, the focus is shifting from standalone automation projects to larger physical AI ecosystems. It highlights that companies see physical AI as a people-first transformation. Instead of replacing the workforce, manufacturers are using intelligent systems to help employees work more safely, efficiently, and productively while supporting workforce redeployment where needed in a Human + AI Operating model.
The report also highlights how enterprises are preparing to scale physical AI across factories, warehouses, logistics networks, maintenance operations, and quality management environments. It provides insights into the strategies, challenges, and opportunities involved in adopting physical AI at scale.
The study surveyed CXOs and vice presidents from 300 manufacturing companies across North America and Europe between March and April 2026. Respondents represented sectors such as automotive, electronics...
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