SOC Optimization
Forty five minutes of tab switching,
or one enriched alert.
Your analysts already have the alert. What they do not have is the context, so they assemble it by hand from five tools, forty times a shift.
Why the current stack cannot answer it.
Triage is not hard because analysts are slow. It is hard because the alert arrives with an address and nothing else, and the five things you need to know about that address live in five products that do not know about each other.
So the analyst does the join by hand, then does it thirty nine more times. The interesting one looks exactly like the boring ones until somebody happens to look closely.
The context, already on the alert.
Enrichment in place
One search command in Splunk, or a connector in Sentinel or OpenCTI. No new tool for anyone to remember.
A verdict with its evidence
Sources, weights, first and last seen, and the arithmetic. Two analysts reach the same answer.
Clearing, not just flagging
Known good allowlists and ownership resolution mean a host can be positively cleared. That is where false positive reduction actually comes from.
One pivot to the cluster
When it is real, one query returns shared certificates, co-hosted domains, registrant and siblings.
Bulk triage
Check thousands of indicators in one call. A backlog becomes a batch job rather than a rota.
Eight seconds, not forty five minutes.
The second number, which is the one a SOC manager actually cares about
The real effect is not analyst hours saved. It is that pivots start happening. When expanding an indicator costs one query instead of twenty minutes, analysts expand indicators. That moves mean time to detect, and it does not show up in a time-saving calculation.
Splunk, Sentinel, OpenCTI, SOAR and XSOAR, Wazuh, n8n, any MCP client.