Physical AI is now mainstream, reveals TCS survey
A new TCS report indicates that manufacturers are shifting toward 'Physical AI' ecosystems to enhance workforce safety and productivity. Despite the trend, most companies are still in the early experimental stages of adoption.
Why it matters
Understanding the integration of AI in physical manufacturing is essential for tracking the future of industrial automation and labor markets.
As manufacturers increase their AI investments, the focus is shifting from standalone automation projects to larger physical AI ecosystems said Tata Consultancy Services (TCS) in it’s Physical AI Readiness Report 2026.
The company on Wednesday (July 23, 2026) released the findings of the Future-Ready Manufacturing report which 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 company said in the report.
As per the report enterprises are preparing to scale physical AI across factories, warehouses, logistics networks, maintenance operations, and quality management environments.
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