DLP Trends: See data loss patterns across your business

Your team of analysts can't investigate tens of thousands of events a week. Few teams can. The math doesn't work, and the real risks get drowned out by the noise while the team races to close tickets that all look urgent.

So the question has to change. Not just "how do we triage faster," but "what keeps happening that we should fix once?"

That's what DLP Trends is built to answer. Instead of dozens of isolated alerts, you see one pattern. Alert-by-alert triage is treating symptoms. Trends is the diagnosis: it surfaces the repeat patterns behind the alerts so you can fix the underlying behavior, not just close the next ticket. It's one of the clearest expressions of what Cyera Omni DLP does as an agentic intelligence layer sitting above the DLP tools you already use: turn fragmented signals across vendors and channels into something your team can actually act on.

When teams have to investigate alert by alert, they lose the thread. A single event rarely tells you whether you’re looking at a harmless one-off, a broken business process, or the start of something more serious. The result is predictable: time goes into sorting noise, stakeholders get fragmented updates, and the real signal is easier to miss.

Trends shift the conversation from “What happened in this alert?” to “What keeps happening in our business?” By grouping recurring activity, Trends help teams spot where sensitive data is repeatedly moving across departments, destinations, and cohorts - so investigations and remediation start with context, not guesswork.

Here’s what that looks like in practice: instead of seeing dozens of isolated alerts, you might see a single Trend showing a repeated pattern - like a department repeatedly BCC’ing sensitive documents to personal email addresses, or regularly sending sensitive data to non-business webmail domains. That’s the difference between “another alert” and a clear, actionable theme: is this a legitimate workflow that needs guardrails, or a risky behavior that needs escalation?

A single Trend can help answer: “Is this one person, or a repeatable workflow - and do we fix it with coaching, or escalation?”

What you can do with Trends

Trends are designed to be practical: they help you move faster, spot risk earlier, and take action that scales. In particular, they help teams:

• Surface early indicators of insider risk by highlighting unusual spikes in activity across cohorts 
• Understand what’s driving risk by surfacing patterns across multiple dimensions - not just who, but also what data is involved (e.g., PII, financial, legal, credentials), how it’s being handled (e.g., forwarding, BCC, GenAI usage, printing), and where it’s going (departments, destinations, domains) - helping surface organization-specific patterns that static rules often miss. 
• Identify where broad action is needed by distinguishing activities that signal a broken process from legitimate behavior. 

Together, these patterns give teams a shared, plain-language picture of what’s happening so decisions don’t require jumping between tools to piece together the story.

And because Trends highlight what repeats, they point to fixes that scale. Some risks don’t need a case; they need a policy adjustment, a clarified acceptable-use standard, a destination-role update, or a process change. Trends help you see which response is appropriate based on the theme, not just the individual event.

What you need to get value from Trends

Trends rely on having historical alerts for the selected time range. Once that baseline exists, a simple operational rhythm is:

1. Review the strongest patterns in the time window.
2. Decide which trends reflect legitimate workflows vs. risky behavior.
3. Take targeted action - coaching, policy tuning, or escalation - based on the theme.

If you’re triaging one alert at a time, you’re missing the story. Omni DLP Trends helps you get it back so you can focus on what’s real, explain risk clearly, and act where it matters.

If you want to see these patterns in your own environment, the fastest next step is to look at what Trends is already surfacing from your historical alerts.

Getting started

DLP Trends is currently available to Cyera customers. To see how it works in your environment, book a personalized demo and walk through Trends with the Cyera team.

‍