Integrated technology architecture

From movement to perception, and from perception to action.

HYVIS integrates robotic mobility, sensing, AI analysis and operational workflow into one industrial inspection architecture.

Explore machine senses View the architecture

Four coordinated layers Workflow connected Pilot validated

HYVIS autonomous inspection robot in a detailed electrical equipment environment

Architecture logic

Access · Sense · Interpret · Operate

System view

One inspection workflow. Four coordinated layers.

Machine perception

Robots extend human senses into industrial environments.

The analogy is useful, but each machine sense is task-specific. HYVIS selects sensors around the asset, route, operating conditions and evidence the customer needs to review.

Human analogue, machine evidence. Select a sense to compare the human role with its industrial sensing counterpart.

Human Sight

Machine Visual evidence

See beyond the visible image.

A configured optical head can combine conventional colour imagery with thermal, infrared and spectral views. The right mix depends on the target, distance, lighting and evidence the inspection team needs.

RGB cameraThermal cameraInfrared cameraHyperspectral imaging

What it captures

Visible condition, heat patterns, low-light detail and selected spectral differences.

Operational use

Connect each recognition result or anomaly to the source image that produced it.

HYVIS multi-camera sensing head with RGB, thermal, infrared and hyperspectral modules — Machine sight · Site-selected optical modalities

Technology layers

Four layers. One operating context.

Select a layer to see what it contributes, what information it receives and what it passes into the next stage of the workflow.

01 · Mobility layer

Put the inspection point within reach.

Configure movement around the route, access constraints and operating rules of the facility before selecting the sensing payload.

Autonomous navigation

Route planning

Obstacle avoidance

Automatic charging

Fleet coordination

Remote operator control

Receives

Site map, route rules and mission schedule

Produces

Robot position, route progress and operating status

HYVIS inspection rover following a planned route around a maintenance barrier — Mobility layer · Route access and obstacle avoidance

From mission to action

Keep every finding connected to its evidence.

Technology becomes operational when the route, sensor evidence, analysis result and review action remain part of one traceable workflow.

Plan the mission

Define the route, inspection points, timing and operating constraints.

Capture evidence

Position the selected sensors and retain the source data for review.

Apply analysis

Run configured recognition, threshold or trend logic on selected targets.

Review the finding

Connect the result to its source image, reading, location and mission record.

Connect the action

Route approved alerts, reports or events into the customer workflow.

Integration principles

Configured as a system—not claimed as one black box.

HYVIS configures and integrates robotic, AI and sensing technologies into a unified customer workflow. Component selection and responsibility remain explicit.

Site configured

Architecture, sensors and operating rules are selected around the real route, target and environment.

Evidence connected

Recognition results and alerts stay linked to the source evidence and mission context that produced them.

Interface aware

Data exchange, user roles and downstream actions are agreed before production integration.

Pilot validated

Feasibility and performance are evaluated in the intended operating conditions before scale decisions.

Technology ecosystem

Use the right technology for the inspection problem.

HYVIS works across robotic mobility, machine perception, industrial sensing and operational software to shape one site-specific configuration. Partner identities and component choices remain project-dependent.

Robotic mobility

Ground, rail and specialized access configurations.

Vision and sensing

Selected visual, thermal, environmental and spectral modalities.

Machine intelligence

Configured recognition, thresholds and evidence review.

Industrial integration

Mission, alert, report and API workflows agreed with the site team.

Start with the workflow

Bring us the route, target and operating constraint.

HYVIS will shape the mobility, sensing, analysis and integration layers around what the site needs to validate.