Application area
Industrial vision
Production inspection, workplace safety and equipment checks. Scope vision models, event review and edge devices using on-site data.
Discuss the solution ↗Application area
Smart campuses
On-site processing of people, vehicles and video events, combining video inputs, candidate review and model updates.
Discuss the solution ↗Interactive devices and integration
AI interactive terminals
IP badges, desk assistants and voice-enabled devices. Define display, content, hardware and interaction for the intended setting.
Discuss the solution ↗Specialized devices and development
Robotics and specialized devices
The fire-panel manipulator operates controller-panel buttons. Other robotics and embodied-AI directions are discussed as development plans.
Discuss the solution ↗Integrators and project teams
Start with the existing review workflow, candidate volume, manual review workload and integration requirements.
Vision and AI development teams
Select a model task and review feedback data, annotation, image generation and training resources.
Operations and scenario owners
Define valid events, which results need human confirmation and the current response workflow.
Pilot evaluation steps
Define the task
Select a supported event or model task and confirm inputs, environment and business goals.
Prepare samples
Define data use, reference labels and training / test splits.
Compare results
Compare screening with verification, or old and new model versions, noting costs and limitations.
Scope the next step
Use evaluation to scope deployment, licensing, model updates and support.
Have an industry or hardware requirement?
For industrial, campus and device projects, we discuss the inputs and capabilities already verified for the task. Hardware and other product information is available on the hardware page.
Explore hardware and other products ↗Product enquiries
Tell us which product you need, your current equipment and the problem you want to solve.