Deformable Manipulation
Xolver research explores how machines can handle contact-rich and deformable-object work while preserving review, intervention, and operating records.
Why deformable work matters
Soft, flexible, or easily disturbed objects make automation difficult because small changes in shape, contact, and presentation can change the task.
- Changing object shape
- Contact-sensitive handling
- Operator review
- Recovery from uncertainty
How Xolver frames the problem
Xolver treats deformable manipulation as an application workflow, not just a motion problem. Teams need to understand what changed, where the task became uncertain, and when review is needed.
- Task context
- Observed state
- Exception paths
- Reviewable outcomes
Where this fits
This research direction supports Xolver’s broader work on machines that can handle changing physical work while keeping teams in control.
- Precision assembly
- Handling and kitting
- Inspection follow-up
- Contact-rich recovery
Research pages explain direction, not private methods.
Detailed methods, data formats, hardware setups, and integration materials are shared directly during qualified technical conversations.