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# Refusing the Haystack: How Groww’s Cyber Defence Team Scales Detection and Response

**[Groww Engineering](https://daily.dev/sources/growwengg)** · 13 min read · 0 upvotes · 0 comments

## Summary

Groww's Cyber Defence team shares how they scaled their SOC by rejecting the 'monitor everything' approach. Three core systems drive their strategy: a daily 5PM digest that surfaces only curated, high-signal events; an automated advisory pipeline that ingests CVEs and vendor bulletins, deduplicates them, validates asset exposure, and routes only applicable findings to humans; and an AI-powered L1 triage agent that enriches alerts within two minutes, manages ticket lifecycles, and auto-closes confirmed false positives. The result was an ~80% reduction in MTTR during a month when alert volumes spiked 93%. The underlying philosophy is to prevent the haystack from forming rather than searching it more efficiently.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://tech.groww.in/refusing-the-haystack-how-growws-cyber-defence-team-scales-detection-and-response-aece5d7b92ae>

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Tags: [#security](https://daily.dev/tags/security), [#ai-agents](https://daily.dev/tags/ai-agents)

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