--- title: Operationalizing Voice Security with Splunk: From AI... description: Cisco IT describes how they operationalized their AI/ML-driven voice security system by integrating it with Splunk Cloud Platform. The architecture ingests... canonical: https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action | daily.dev og:description: Cisco IT describes how they operationalized their AI/ML-driven voice security system by integrating it with Splunk Cloud Platform. The architecture ingests... og:url: https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy og:image: https://api.daily.dev/og/posts/zPdV7HDYY.png og:image:alt: Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action **[Cisco](https://daily.dev/sources/cisco)** · 6 min read · 0 upvotes · 0 comments ## Summary Cisco IT describes how they operationalized their AI/ML-driven voice security system by integrating it with Splunk Cloud Platform. The architecture ingests millions of Call Detail Records (CDRs) from CUCM, Session Border Controllers, and cloud calling platforms, normalizes and enriches them with threat intelligence, then correlates them with AI risk scores. Operational dashboards provide executive overviews, behavioral trend analysis, geographic threat mapping, and risk-stratified investigation views. Automated alerting triggers incident tickets and blocking workflows when high-risk calls are detected, while cross-domain correlation links voice fraud to identity and network events. The integration delivered a 70% reduction in potential fraud losses, 60% reduction in manual investigation effort, and cut detection-to-mitigation time from hours to minutes. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [How Cisco IT Modernized Voice Security with AI](https://daily.dev/posts/how-cisco-it-modernized-voice-security-with-ai-zpxgm3jj1) · Cisco · 0 upvotes · 0 comments - [What Working the Cisco Live SOC Taught Me About AI, Detection, and Response](https://daily.dev/posts/what-working-the-cisco-live-soc-taught-me-about-ai-detection-and-response-ivw98ssq2) · Cisco · 0 upvotes · 0 comments - [From Perimeter to SOC: How Integrating Cisco Firewalls with Splunk Delivers End-to-End Threat Visibility and Compliance](https://daily.dev/posts/from-perimeter-to-soc-how-integrating-cisco-firewalls-with-splunk-delivers-end-to-end-threat-visibi-hcp4jthsb) · Cisco · 0 upvotes · 0 comments - [How Cisco IT streamlined network operations with Cisco Catalyst Center and Splunk](https://daily.dev/posts/how-cisco-it-streamlined-network-operations-with-cisco-catalyst-center-and-splunk-ek7ygznux) · Cisco · 0 upvotes · 0 comments - [Scale. Speed. Trust: Three Imperatives for the AI Era](https://daily.dev/posts/scale-speed-trust-three-imperatives-for-the-ai-era-5oh302fa8) · Cisco · 0 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#machine-learning](https://daily.dev/tags/machine-learning), [#logging](https://daily.dev/tags/logging), [#fraud-detection](https://daily.dev/tags/fraud-detection) [View this post on daily.dev](https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action","url":"https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy"},"datePublished":"2026-08-04T15:38:44.417Z","dateModified":"2026-08-04T16:03:32.954Z","description":"Cisco IT describes how they operationalized their AI/ML-driven voice security system by integrating it with Splunk Cloud Platform. The architecture ingests...","image":"https://media.daily.dev/image/upload/s--qPvKM23u--/f_auto/v1722860399/public/Placeholder%2009","thumbnailUrl":"https://media.daily.dev/image/upload/s--qPvKM23u--/f_auto/v1722860399/public/Placeholder%2009","isAccessibleForFree":true,"articleSection":"Cisco","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Cisco","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/68b8a8be17184235a5067d7c84162f77","url":"https://daily.dev/sources/cisco"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/operationalizing-voice-security-with-splunk-from-ai-detection-to-real-time-action-zpdv7hdyy","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"security,machine-learning,logging,fraud-detection","timeRequired":"PT6M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Cisco","item":"https://daily.dev/sources/cisco"},{"@type":"ListItem","position":3,"name":"Operationalizing Voice Security with Splunk: From AI Detection to Real-Time Action"}]} ```