Summarize and enrich security alerts for the analyst
When an alert fires, the system gathers context such as the user, device, recent logins and related alerts, writes a short summary and a suggested next check, and opens a ticket for the analyst. It does not take response actions on its own. For small security teams reading raw alerts.
Function: IT · Industry: Any industry
Summarize and enrich security alerts for the analyst
6 steps
At a glance
- Trigger
- A security tool raises an alert.
- Typical inputs
- Alert payloads from your tools
- Identity and device inventory
- Recent activity logs
- Your triage runbooks
- Systems it usually connects to
- Splunk
- Microsoft Entra ID
- Jira
- Slack
- How the work splits
4 rules, 1 model, 1 person steps
How it runs, step by step
6 steps, each tagged by what does the work. Rules are fixed logic, a model reads or drafts, and a person decides.
- Rules Fixed logic in code
- Model AI reads or drafts, with a confidence score
- Person A named person decides
- 1
Deduplicate and group
RulesRepeated alerts for the same cause are grouped, and known benign patterns you listed are tagged.
- 2
Gather context
RulesUser, device, recent sign-ins, geolocation and related alerts are pulled from your systems in read-only mode.
- 3
Summarize the situation
ModelA model writes a plain summary with the evidence it saw and a suggested first check from your runbook.
- 4
Investigate and decide
PersonThe analyst confirms, escalates or closes the alert and chooses any containment step.
- 5
Run approved actions
RulesPre-approved actions, such as forcing a sign-out, run only after an analyst clicks approve.
- 6
Record the outcome
RulesVerdicts are logged so false-positive patterns can be tuned.
Where people approve
The decisions that stay with your team, whatever the confidence score says.
- An analyst approves every containment action.
- The security lead approves new automated actions.
- Incident declarations are made by a person.
KPIs to track
What to measure, before and after. Targets come from your own baseline.
- 01Time from alert to analyst-ready summary
- 02Alerts closed as known benign by rule
- 03Summaries the analyst corrected
- 04Median time to verdict
Questions about this workflow
Can it isolate a device by itself?
Not in this design. Containment can disrupt business, so it waits for an analyst's approval. Fully automatic actions are only reasonable for narrow, well-tested cases that your security lead signs off.
Does it send logs to an outside model?
That depends on the setup, and security data deserves care. We can run it against a private model deployment, and we agree on data handling before connecting any log source.
Which steps use rules, a model and a person?
Rules: deduplicate and group; gather context; run approved actions; record the outcome. Model: summarize the situation. Person: investigate and decide. Rules are fixed logic in code. A model reads or drafts and reports its confidence. A named person decides.
What do we need to start?
Typically: alert payloads from your tools; identity and device inventory; recent activity logs; your triage runbooks. You also need read access to Splunk, Microsoft Entra ID, Jira and Slack, or the equivalents you use. A workflow audit measures your volumes and past cases first, then gives a fixed price for the build, so you can decide with real numbers.