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Use Cases

Proven results across field and frontier.

Browse by industry, challenge, and deployment model.

Industry
Deployment
Physical AIManufacturingHybrid

Stable quality through visual AI and equipment control

Challenge
Manual handling after AI judgment caused quality variance.
Approach
Linked AI decisions and equipment control via Gravio with low-latency edge execution.
Outcome
Reduced defect leakage and significantly lowered manual judgment load.
Physical AILogisticsCloud

Reducing labor in warehouse operations

Challenge
Insufficient staff at peak picking and sorting times.
Approach
Linked WMS, robots, and notification systems through Gravio.
Outcome
Reduced cycle time per step and increased peak-time flexibility.
Physical AIRetailEdge

Automated state capture in retail operations

Challenge
Shelf and fixture state was tracked manually, raising patrol costs.
Approach
Integrated cameras, sensors, and back-office systems with Gravio.
Outcome
Optimized patrol frequency and improved out-of-stock rates and operating costs.
Robotics DevRobotics DevelopmentCloud + CI

Continuous verification for manipulation development

Challenge
Hardware-bound verification stretched lead times.
Approach
Built parameter testing and CI integration with Artefacts.
Outcome
Shift Left dramatically shortened time from kickoff to evaluation.
Space RoboticsSpaceCloud + CI

Pre-verification of space robotics missions

Challenge
Reproducing space environments is costly and coverage is hard to achieve.
Approach
Implemented high-fidelity simulation and continuous verification with Artefacts.
Outcome
Reduced mission risk and accelerated decision-making.

Proven impact in field operations and frontier domains.