Grounded in products. Open to possibilities.
We welcome investors and industry partners who share a long-term interest in industrial intelligence to discuss our product progress, applications and direction.
AI SOP understands human work and verifies critical steps and their sequence, helping identify omissions earlier and trace exceptions back to the process.
We care about every critical action and the people doing the work.
Understand the process. Make decisions with clear evidence.

A finished result may not reveal whether every critical step was completed in order. When an exception occurs, knowing which step was involved matters.
Was the critical operation completed?
Was the right action taken at the right time?
Can we return to what happened?
Pick, position, fasten. Verify both critical steps and their sequence. Choose a path to explore how decisions are made.

Relate the operator’s contact with the part to the picking step. The tool remains at the workstation and is not yet involved.
Require the part to enter the observation area to confirm picking.
Start the demonstration to explore each step and its decision criteria.
Validate camera views, lighting, occlusion, fixtures and movement variations before deployment. Define device protocols and triggers, and confirm interface permissions and data fields.
Connect actions with steps, states with outcomes. Select a step to find its place in the process record.
Pending
Start the demonstration to explore each step and its decision criteria.
Review this step ↖Confirm workstation conditions and critical steps. Validate decision rules with site samples, then define deployment and acceptance criteria.
Workstation, lighting, occlusion and process variation
Sample coverage, exception definitions and decision criteria
Actual footage, records and interface responses
Confirm deliverable capabilities under agreed conditions
Validation covers lighting, occlusion, fixtures and variations in movement.
Explore selected engagements ↘Different production environments require different ways of observing and coordinating work.Our engagements span line balancing, factory-wide operation verification and automated-line integration.Each solution addresses a specific production need, with its implementation scope clearly defined.
Line-balancing analysis focused on production operations.
Coverage of 40 workstations.
Understand production rhythms across workstations through operation-level analysis.
An AI SOP solution organized for an entire factory.
Coverage of 70 workstations across the factory.
Build a factory-wide AI SOP application around workstation-level verification.
Device integration and coordination for one automated production line.
Approximately 50 IoT devices, including cameras, microphones, speakers and projection lights.
Coordinate on-site capabilities through IoT, 3D motion capture and Agent.
Work with automotive customers across different production settings.
Customers include Magna, ZF and BAIC Group.
Design solutions around specific production problems, with scope defined for each project.
AI SOP is a practical starting point. Structuring work processes and connecting them to equipment and systems is our direction of development.
How can step instructions reach the person doing the work?
Bring guidance to the workstation and relate it to SOP steps and feedback, helping operators understand what comes next.
Define workstation space, guidance method and site safety requirements.
How can movement and spatial relationships beyond a single 2D frame be understood?
Capture human pose and 3D skeleton data, providing movement and spatial context through agreed interfaces for digital twins and other systems.
Calibrate and synchronize capture. Delivery ends at the agreed skeleton data interface; validate site samples.
How can operation decisions connect with equipment and business systems?
Connect workstation lights, projectors and speakers; prioritize commands, retain execution responses and query status through an agent.
Confirm protocols, permissions and triggers. No direct control of PLCs, safety systems or critical alarm resets.
How can configuration and process information across workstations be organized?
Connect tools and business systems, organize data and knowledge, and assist querying, analysis and task orchestration through agents.
Configure tool access per project. Actions require appropriate permissions, confirmation and audit records.
AI SOP is the core. Visual capture provides observations, edge computing evaluates steps, and management and interfaces connect records, equipment and production systems.
Start with one workstation and extend the same architecture. Verify work locally and organize process records across the system.
Camera images → Objects and actions
Action events → Step rules → Decisions and feedback
Process records → Workstation management / Equipment interfaces / Business systems
From operation verification today to platform coordination, structured process data and broader industrial intelligence. Each step grows from real products and site validation.
Understand human work.Verify critical steps and sequence.
AI SOP at the core.Coordinate Vision, Motion, IoT and Light Guidance.
Structure production processes.Link actions, steps, states and outcomes.
From understanding human workto broader industrial physical intelligence.
Operation verification is the starting point. Platform coordination extends its reach, while process data provides the foundation for deeper industrial intelligence.
Return to product coordinationWe care about production as it happens, and the people who make it happen. Respect experience and effort. Hold results to clear standards. Let ambition grow from real capabilities.
Start with an operation, a critical step or a problem on your factory floor. Talk it through with us.
We welcome investors and industry partners who share a long-term interest in industrial intelligence to discuss our product progress, applications and direction.
If your interests lie in machine vision, operation understanding or industrial systems, we welcome a conversation about your experience and opportunities to work together on real production challenges.