Observability for robots and physical AI systems.
Sentinel helps teams monitor intelligent machines, understand exceptions, guide recovery review, and keep clear operational records.
It is the observability layer inside Xolver Console for teams that need physical AI operations to remain visible, explainable, and controlled.
Operations timeline
Monitor, review, recover, improve
01
Observe
Keep the operating state visible.
02
Understand
Help teams see what changed and why it matters.
03
Review
Preserve context for operators and engineering teams.
04
Recover
Guide bounded recovery paths through the right review flow.
05
Improve
Use records to make the next workflow clearer.
What Sentinel makes visible.
Live operating view
Sentinel gives teams a clearer view of machine state, workflow status, exceptions, operator review, recovery paths, and operational records.
Exception awareness
When something changes, Sentinel helps teams understand what needs attention and preserve the context needed for later review.
Reviewable context
Teams can review the operating story around an exception in clear, buyer-facing language.
Guided recovery review
Sentinel can suggest and organize bounded recovery paths for operator or team review, without giving AI unchecked authority over equipment.
Readiness support
Operational records can support deployment-specific readiness conversations, pilot review, and follow-up decisions.
Evidence for improvement
Sentinel keeps exceptions, recovery decisions, and review notes connected to records teams can use to improve workflows over time.
Guided recovery, not unchecked machine control.
Sentinel can help teams understand what happened and organize recovery options, but physical operations still follow deployment-specific review, approval, and safety requirements.
Sentinel closes the loop around operation.
Nerve keeps important machine health, readiness, and operating records close to the equipment. Sentinel brings that operational state into monitoring, exception review, and guided recovery workflows inside Console.
Explore Xolver NerveWhere teams use Sentinel
Robot cells
Monitor cell state, exceptions, recovery review, and operating records.
Warehouse robotics
Review routes, blocked stations, fleet exceptions, and recovery paths.
Data centers
Connect facility operations, incidents, monitoring workflows, and records.
Manufacturing
Track production exceptions, machine health, interventions, and review notes.
Make physical AI operations observable.
Sentinel gives teams a reviewable way to monitor intelligent machines, understand exceptions, and guide recovery while keeping physical operations under clear human and site-specific control.