MagTensor
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ENGINEERING INTELLIGENCE. GROUNDED IN PHYSICS.MAGTENSOR / 01

Physical AI for
safer infrastructure.

Bringing physical insight and artificial intelligence together to understand the infrastructure our world depends on.

Explore our technology ↗
THE INVISIBLE, MADE INTELLIGIBLE. FIELD VISUALIZATION
ELECTROMAGNETIC SENSING
× PHYSICS-INFORMED INTELLIGENCE
CONCEPTUAL ILLUSTRATION / NOT MEASUREMENT DATA
BUILT ON PHYSICS. DRIVEN BY PURPOSE.Discover MagTensor ↓

Real-world complexity.
Physical intelligence.

Infrastructure tells a story through fields, forces and signals. We are building the technology to listen—and turn that understanding into better safety decisions.

THE FOUNDATION

Engineering meets AI.

Our approach brings together mechanics, mechatronics, electromagnetic sensing and machine learning, grounded in experience with oil and gas pipeline integrity.

THE PURPOSE

Insight that matters.

From detecting an anomaly to understanding its engineering significance, we connect physical observations with models that support inspection and safety assessment.

A deeper understanding.
From the surface.

IN DEVELOPMENT
01 — SURFACE SENSOR ARRAY02 — BURIED PIPELINE / ACTIVE EXCITATIONMAGNETIC FIELDILLUSTRATIVE SYSTEM CONCEPT
PIPELINE ELECTROMAGNETIC INSPECTION

Non-invasive sensing.
Physics-informed insight.

Our first system is being developed to combine active electrical excitation, surface magnetic sensor arrays and AI-assisted physical inversion for buried pipeline inspection.

Designed for applications across both piggable and unpiggable pipelines, with a development focus on mapping, depth estimation and electrical response anomalies.

Discuss a research collaboration ↗
Research and prototype development. Field performance and assessment capabilities are subject to validation.
01 / SENSE

Capture the physical world.

Electromagnetic excitation and synchronized magnetic measurements.

02 / UNDERSTAND

Let physics guide AI.

Physical modeling and data-driven inversion to interpret complex signals.

03 / ASSESS

Connect insight to integrity.

Engineering interpretation to support condition assessment and inspection planning.

Starting with pipelines.
Built for a wider world.

Our long-term vision extends across critical infrastructure. Each new application will build on the sensing methods, physical models and validation it requires.

01

Oil & gas pipelines

INITIAL FOCUS↗
02

Storage tanks & pressure systems

FUTURE APPLICATION↗
03

Bridges & civil structures

FUTURE APPLICATION↗
04

Energy & industrial assets

FUTURE APPLICATION↗
THE MAGTENSOR MISSION

Understand what lies beneath.
Protect what lies ahead.

PHYSICS → INTELLIGENCE → SAFETY

The next chapter of
infrastructure intelligence.

We welcome conversations with infrastructure operators, inspection specialists and research partners who share our ambition for safer assets.

EXPLORE A COLLABORATION

Start with a real
engineering challenge.

We are preparing our first research and development collaborations. Our direct contact channel will be announced here.

COLLABORATION ENQUIRIES OPENING SOON