Intelligence in-field

MANTA builds hardware infrastructure that connects real world conditions and equipment to Physical AI.

Intelligence needs a physical interface

For AI to do useful work in the real world, it needs a way to access it and a way to act.

In the real world, conditions change beneath the surface. Equipment and assets are spread across vast operations. Work is done in places where power and connectivity cannot be taken for granted.

Starting with in-field industrial sites, we’re building toward a physical world that intelligence can observe and operate in.

Our Vision ↗
Machine view of the industrial landscape

A hardware platform
for autonomy across sites

We design and deploy configurable hardware systems for in-field industrial sites.

Our systems continuously measure different physical conditions and connect to equipment controls through AI-native protocols, enabling agents and autonomous machines to observe and act.

Sensing

Modular peripherals reveal physical conditions, from beneath the surface to across an entire site, using the same hardware core.

Control

Edge communication protocols to existing equipment let software, not workers, operate pumps, fans, valves and other physical systems.

Integration

Machine-native interface allowing agents and machines programmable autonomony over real world workflows, processes and operations.

Shared hardware core
Shared capabilities: power management, edge compute, mesh networking, physical I/O, device identity, remote configuration and OTA updates.

Infrastructure for real world intelligence

Combine aerial observations with measurements from inside materials, equipment and high-interference environments.

Bringing autonomy on site

An inspection agent. An autonomous drone. An operations model. Each accessing the same physical environment through a shared interface for observation and action.

UTILITIES / WATER SITE 01
Illustrative agent activity
CONNECTED THROUGH MANTA Shared observations. Available capabilities. Verified actions.

Powered by hardware designed for the world, not the warehouse

Read the Technology Letter ↗
Architecture & capabilities
Shared architecture

Modular by design.

Configure sensing and control around a shared hardware core, adapting the system to different physical tasks.

Deploying in new sites every day

MANTA operates across industrial sites in North America and Australasia, serving multinational enterprises and regional operators.

Every deployment connects more of the physical world to machines.

540 Hardware units deployed
33 Operating sites

Current Aug 30 26

Connecting critical infrastructure to intelligence

We bring MANTA into different industries through focused applications, built on a shared foundation of hardware, connectivity and control.

We’re starting with essential utilities, turning immediate operational needs into a foundation for autonomous industries.

Application 01 · Deployed
Utilities / Waste Management

Monty Pro

Connected perception and control for waste management facilities. Monty Pro is the first commercial application of MANTA’s shared hardware architecture.

Explore Monty Pro
Application 02 · Early deployments
Utilities / Water & Energy

Launching soon

Customer-led expansion into other utilities, with early deployments and discussions underway. Extending MANTA’s shared architecture to new industrial needs.

Discuss Water Applications
Next applications
Across industries

Everywhere industrial

We’re exploring further industrial applications, adapting sensing and control to different environments while building on the same core.

Discuss an Application

The autonomous world starts here

Every industrial site we connect gives Physical AI another place to operate.

Our ambition is to build that infrastructure everywhere people work and live, today and beyond.