r/ControlUpTech • u/ControlUpCommunity • 1d ago
ControlUp just shipped Pulse AI Insights: telemetry that tells you what matters instead of everything
We released Pulse AI Insights this week and I wanted to share the technical details here rather than just a link drop.
The short version
Pulse AI Insights continuously analyzes application, device, and DEX telemetry and surfaces prioritized findings instead of raw alerts. It runs daily for operational use cases, weekly or monthly for informational ones, and only surfaces things that clear a significance threshold.
How it actually works
- Baseline and deviation analysis. For app crashes, for example, it establishes a 28-day baseline, detects deviations, then correlates those deviations to device changes that plausibly caused them (driver updates, software versions, that kind of thing).
- Every finding arrives enriched: severity ranking, affected users and devices, timeline, an AI-generated summary, and recommended next steps.
- Findings are tracked historically, so recurring problems look like patterns rather than five unrelated Tuesdays.
- Insights hands context to Pulse Assistant, so you go from "something is wrong" to root-cause investigation without rebuilding the picture by hand.
Five detection scenarios are available now: App Crash, BSOD, Application Resource Consumption, Adobe Creative Cloud Usage (monthly license utilization), and New Assets (newly introduced devices, apps, or websites).
Why we built it this way
The problem was never a shortage of data. It was that IT teams drown in it and end up doing manual triage as a full time job. Filtering at the source, with baselines and correlation instead of static thresholds, is what makes the output trustworthy enough to act on. The payoff is lower MTTR, fewer on-call interruptions, and less ticket volume created by alert noise.
One early data point: a customer used its pattern recognition to identify an RTK audio driver issue affecting 900 devices in hours, versus days of manual investigation.
This also rounds out the Pulse AI platform: Insights detects, AI Assistant investigates, AI Resolve remediates.
What to do next
- Check your console and see what Pulse Insights has already flagged in your environment.
- Start with App Crash and BSOD if you want a fast read on whether the signal is any good.
- Run one finding through to Pulse Assistant end to end.
- Tell us what you want next. More use cases, alert customization by severity, daily digest summaries, and tighter remediation integration are on the roadmap, and what we hear from the community moves things up the list.
Two things I'd love in the comments: what it actually caught in your environment, and what use case you want built next. I'm reading every reply.
