VQSense
Visual quality, assessed on every feed
Black, freeze, and lip-sync faults caught the moment they happen, on every channel you run.
VQSense continuously assesses the visual quality of your output: black screen on air, frozen frames, and AV-sync drift that viewers experience as lip-sync error. Faults raise alarms with the same lifecycle operators use across the rest of the platform, so a picture problem is handled like any other incident instead of arriving as a phone call from a viewer.
Built for your facility
Your content stays in your facility.
- Cloud and on-prem
- Live and file-based
- Private local AI models
Watch VQSense catch a picture fault
Recorded from a live session. What you see is the product.
A feed goes to black. The alarm fires before the first viewer complaint would have been typed.
The monitor wall only works if someone is looking at the right monitor
Black on air, a frozen frame, audio drifting out of sync with the picture: these are the faults viewers actually notice and remember. They are also the faults a human wall-watcher misses, because they happen on channel 31 while the operator is dealing with channel 6.
VQSense looks at every channel with the same attention, all the time.
How it works
Tap every feed
Live channels over your existing transports, plus file-based QC on demand.
Assess continuously
Black, freeze, and AV-sync assessed in real time on every feed.
Alarm with discipline
Faults fire alarms with the full lifecycle: fire, acknowledge, snooze, self-resolve when the picture recovers.
Feed your stack
Every fault is an event on the API and event stream, so your NMS and automation see what VQSense sees.
Capabilities
Black and freeze detection
The two faults every viewer notices, caught in the moment on every channel.
AV-sync fault detection
Lip-sync error detected as it develops, not after the complaints arrive.
Live and file-based QC
Continuous assessment on live output, batch assessment on file-based content.
Built against alarm fatigue
Healthy feeds stay quiet. A fault surfaces once, with context, in the critical zone.
Skills are coming to VQSense
Every Sense ships with its core capabilities. Skills extend it, switchable per track, priced only when you turn them on.
Artifact Detection
Macroblocking, banding, and compression artifacts scored on live output.
Sync Drift Trending
AV-sync tracked over time, so slow drift is caught before it becomes visible.
Channel Quality Scoring
A continuous per-channel quality score for reporting and SLA evidence.
Want early access to a Skill? Tell us in the demo.
Signal chain
In
SRT, RTMP, MPEG-TS, HLS, and file-based content including MXF.
Out
Black, freeze, and AV-sync alarms in the Sense UI, plus a REST API and real-time event stream for NMS and automation.
Runs where you run
Every Sense runs on private local AI models, on your hardware or in your cloud account. Nothing is sent to a third-party inference service, ever. Deployments range from a single GPU server to a rack, sized to your channel count. We spec the hardware with your engineering team before anything ships.
Questions
See VQSense on your content
Demos run on your content: live streams or files. Bring a sample and watch it work.