Your locations are running.
But are they executing?
QueueFlow Sentinel gives operations leaders real-time visibility into execution gaps across every site, using event metadata, with authorized playback for operator review.
Now live in the Ring App Store · Metadata-driven alerts · No persistent video archive · Read-only integration
Operations at scale, across every sector.
QueueFlow Sentinel surfaces execution gaps across radically different environments. Same engine. Same privacy guarantees. Industry-specific signal context.
Hotels & Hospitality
Know when housekeeping missed a room, when a shift change was delayed, or when a high-traffic area went unwatched, before a guest complaint becomes a review.
Built for GMs and regional directors managing multi-property operations.
Retail Chains
Monitor store-open compliance, staff arrival patterns, and after-hours activity across every location, from a single dashboard. Metadata-driven execution signals, with authorized playback for operator review.
Built for district managers and VP-level ops teams running 10 to 10,000+ locations.
Contractors & Field Services
Verify your crews are where they should be, when they should be there, without invasive video monitoring. Protect your contracts with a defensible audit trail.
Built for operations leads managing distributed field teams.
Built for operators, not analysts.
The same inputs always produce the same alert decision. Transparent logic. Complete audit trail. No opaque inference paths.
Metadata only
Operational alerts use event metadata. Authorized operators also have on-demand Ring clip playback and configured Live View actions, subject to Ring permissions and encryption. QueueFlow proxies clip bytes and transcodes clips when required for playback. Temporary transcoding files are scoped to one request and removed after delivery, cancellation, or failure. QueueFlow does not maintain a persistent video archive or run video analytics.
Rule-based engine
Configurable thresholds, cooldown periods, and rate limits drive every decision. Explicit rules, no probabilistic modeling, no black-box paths.
Immutable audit log
Every allow or suppress decision is permanently recorded with the exact inputs and rule state that produced it. Full transparency, no gaps.
Multi-location visibility
Aggregate signals across all sites in a single dashboard. Compare execution patterns and identify outliers at portfolio scale.
Role-based access
Configurable visibility tiers for operators, regional managers, and executives. Each role sees exactly the scope relevant to them.
Execution-risk signals
Activity gaps, delayed response patterns, after-hours anomalies, surfaced as actionable signals to support human operational judgment.
Precise boundaries.
Understanding what Sentinel does, and does not do, is required for enterprise evaluation.
- Receives camera event metadata via read-only integration
- Evaluates events against deterministic policy thresholds
- Detects inactivity gaps, response delays, and baseline deviations
- Flags after-hours access anomalies
- Aggregates signals across all monitored locations
- Produces allow or suppress decisions with full audit trail
- Delivers cross-location operational context to human reviewers
- Maintain a persistent video archive or use playback footage for video analytics
- Maintain a persistent audio archive or perform audio analytics
- Perform facial recognition or biometric analysis
- Track or identify specific individuals
- Issue commands or modify camera device behavior
- Automate enforcement decisions
- Perform behavioral profiling of people
Live telemetry simulator.
Run a simulated metadata payload through the QueueFlow Sentinel evaluation engine. Watch each pipeline stage execute in real time.
{
"status": "waiting_for_input",
"product": "QueueFlow Sentinel",
"engine": "v2.1.0-deterministic"
}
Live now in the Ring App Store.
QueueFlow Sentinel installs from the Ring App Store and signs you in automatically. No separate account, no password to remember. Connect your Ring devices in one click and start triaging events the same minute.
Multi-location operations team? Email james@queueflow.tech for enterprise onboarding.
Get QueueFlow Sentinel on Ring.
One click installs from the Ring App Store and connects your devices. Or review integration documentation, data scope, and pricing first.