Singapore Physical AI Startup TacnIQ.ai Lands $1.5 Million Pre-Seed Round

TacnIQ.ai has secured $1.5 million from In Group Holdings as lead investor in a $3 million pre-seed round.

The Singapore- and California-based startup focuses on tactile AI technology that helps machines and robots interpret physical touch and respond to real-world interactions.

Why Tactile Sensing Matters for Real-World AI

Most AI systems rely heavily on vision, but touch data adds critical layers for machines operating in unpredictable physical environments.

This funding will support development of tactile AI foundation models trained using one of the world’s largest tactile datasets, with more than 5,000 hours of real-world interactions.

The company already deploys its Backy wearable with partners including DHL, where it has reported a 67% reduction in high-risk postures.

Such tools address workplace safety and ergonomics needs, particularly in industries where physical strain remains a significant concern.

Broader Industry Shifts Toward Physical Intelligence

Physical AI startups are gaining traction as industries seek machines that can interact more effectively with humans and physical environments.

TacnIQ.ai plans to expand its engineering team and commercial deployments across multiple sectors, including construction and hospitality.

Its approach of using a single model across varied industries, tasks, and operating conditions could reduce the need for application-specific training.

Looking ahead, this technology could potentially provide insurers and employers with more detailed data on workplace movement, ergonomics, and injury risks.

For everyday workers, such tools could mean safer working conditions and fewer risky physical movements during repetitive labor.