{"id":25832,"date":"2026-02-24T10:56:00","date_gmt":"2026-02-24T09:56:00","guid":{"rendered":"https:\/\/www.voss-solutions.com\/?p=25832"},"modified":"2026-04-14T12:48:16","modified_gmt":"2026-04-14T11:48:16","slug":"microsoft-security-copilot-lessons","status":"publish","type":"post","link":"https:\/\/www.voss-solutions.com\/blog\/2026\/microsoft-security-copilot-lessons\/","title":{"rendered":"Microsoft Security Copilot &#8211; Lessons in Readiness, Operational Governance and Licensing for AI-Driven Tools"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling voss-new-blog-heading-section\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:30px;--awb-background-color:#e6e7e8;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1420.64px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:50px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:60px;width:100%;\"><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-margin-top:0px;--awb-margin-bottom:30px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h1 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">Microsoft Security Copilot: Lessons in Readiness, Operational Governance and Licensing for AI-Driven Tools<\/h1><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;width:100%;\"><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_3_4 3_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_4 1_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:0px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:7.68%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:7.68%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/voss-discover-more-from-uc-experts\/id1851442930\"><img decoding=\"async\" class=\"alignright wp-image-25344\" src=\"https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&ixlib=php-3.3.1\" alt=\"Apple podcast square icon\" width=\"35\" height=\"35\" srcset=\"https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=scale&amp;h=300&amp;ixlib=php-3.3.1&amp;w=300&amp;wpsize=medium 300w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=crop&amp;h=150&amp;ixlib=php-3.3.1&amp;w=150&amp;wpsize=thumbnail 150w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=crop&amp;h=66&amp;ixlib=php-3.3.1&amp;w=66&amp;wpsize=recent-works-thumbnail 66w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=scale&amp;h=200&amp;ixlib=php-3.3.1&amp;w=200&amp;wpsize=fusion-200 200w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=scale&amp;h=400&amp;ixlib=php-3.3.1&amp;w=400&amp;wpsize=fusion-400 400w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1024&amp;ixlib=php-3.3.1&amp;w=1024&amp;wpsize=large 1024w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1536&amp;ixlib=php-3.3.1&amp;w=1536&amp;wpsize=1536x1536 1536w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&amp;fit=crop&amp;h=1000&amp;ixlib=php-3.3.1&amp;w=1000&amp;wpsize=1000x1000 1000w, https:\/\/voss-media.imgix.net\/2026\/02\/Apple-podcasts-square-icon.png?auto=compress%2Cformat&ixlib=php-3.3.1 500w\" sizes=\"(max-width: 35px) 100vw, 35px\" \/><\/a><a href=\"https:\/\/open.spotify.com\/show\/6SRYUBdAtSwG4x0lI8Dvrt\"><img decoding=\"async\" class=\"alignright wp-image-25338\" src=\"https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&ixlib=php-3.3.1\" alt=\"Spotify square icon\" width=\"35\" height=\"35\" srcset=\"https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=150&amp;ixlib=php-3.3.1&amp;w=150&amp;wpsize=thumbnail 150w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=66&amp;ixlib=php-3.3.1&amp;w=66&amp;wpsize=recent-works-thumbnail 66w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=200&amp;ixlib=php-3.3.1&amp;w=200&amp;wpsize=fusion-200 200w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=300&amp;ixlib=php-3.3.1&amp;w=300&amp;wpsize=medium 300w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1024&amp;ixlib=php-3.3.1&amp;w=1024&amp;wpsize=large 1024w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1536&amp;ixlib=php-3.3.1&amp;w=1536&amp;wpsize=1536x1536 1536w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=1000&amp;ixlib=php-3.3.1&amp;w=1000&amp;wpsize=1000x1000 1000w, https:\/\/voss-media.imgix.net\/2026\/02\/Spotify_square_icon.svg.png?auto=compress%2Cformat&ixlib=php-3.3.1 225w\" sizes=\"(max-width: 35px) 100vw, 35px\" \/><\/a><a href=\"https:\/\/www.youtube.com\/playlist?list=PLjOBad1DsN1t90Vr450sdVw1ngn3zfBV7\"><img decoding=\"async\" class=\"alignright wp-image-25341\" src=\"https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&ixlib=php-3.3.1\" alt=\"YouTube square icon\" width=\"49\" height=\"35\" srcset=\"https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=210&amp;ixlib=php-3.3.1&amp;w=300&amp;wpsize=medium 300w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=717&amp;ixlib=php-3.3.1&amp;w=1024&amp;wpsize=large 1024w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=538&amp;ixlib=php-3.3.1&amp;w=768&amp;wpsize=medium_large 768w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1076&amp;ixlib=php-3.3.1&amp;w=1536&amp;wpsize=1536x1536 1536w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=840&amp;ixlib=php-3.3.1&amp;w=1200&amp;wpsize=fusion-1200 1200w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=560&amp;ixlib=php-3.3.1&amp;w=800&amp;wpsize=fusion-800 800w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=140&amp;ixlib=php-3.3.1&amp;w=200&amp;wpsize=fusion-200 200w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=280&amp;ixlib=php-3.3.1&amp;w=400&amp;wpsize=fusion-400 400w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&amp;fit=scale&amp;h=420&amp;ixlib=php-3.3.1&amp;w=600&amp;wpsize=fusion-600 600w, https:\/\/voss-media.imgix.net\/2026\/02\/YouTube_full-color_icon_2017.svg-scaled.png?auto=compress%2Cformat&ixlib=php-3.3.1 2560w\" sizes=\"(max-width: 49px) 100vw, 49px\" \/><\/a><a href=\"https:\/\/rss.com\/podcasts\/voss-solutions\/\"><img decoding=\"async\" class=\"alignright wp-image-25342\" src=\"https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&ixlib=php-3.3.1\" alt=\"RSS feed square icon\" width=\"35\" height=\"35\" srcset=\"https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=300&amp;ixlib=php-3.3.1&amp;w=300&amp;wpsize=medium 300w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=150&amp;ixlib=php-3.3.1&amp;w=150&amp;wpsize=thumbnail 150w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=66&amp;ixlib=php-3.3.1&amp;w=66&amp;wpsize=recent-works-thumbnail 66w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=200&amp;ixlib=php-3.3.1&amp;w=200&amp;wpsize=fusion-200 200w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1024&amp;ixlib=php-3.3.1&amp;w=1024&amp;wpsize=large 1024w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1536&amp;ixlib=php-3.3.1&amp;w=1536&amp;wpsize=1536x1536 1536w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&amp;fit=crop&amp;h=1000&amp;ixlib=php-3.3.1&amp;w=1000&amp;wpsize=1000x1000 1000w, https:\/\/voss-media.imgix.net\/2026\/02\/Generic_Feed-icon.svg.png?auto=compress%2Cformat&ixlib=php-3.3.1 330w\" sizes=\"(max-width: 35px) 100vw, 35px\" \/><\/a><\/p>\n<\/div><\/div><\/div><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-2 fusion_builder_column_inner_3_5 3_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:60%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.2%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.2%;--awb-width-medium:60%;--awb-order-medium:0;--awb-spacing-right-medium:3.2%;--awb-spacing-left-medium:3.2%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\"><p><img decoding=\"async\" class=\"wp-image-10958 size-full alignleft\" src=\"https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&ixlib=php-3.3.1\" alt=\"\" width=\"180\" height=\"180\" srcset=\"https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=scale&amp;h=300&amp;ixlib=php-3.3.1&amp;w=300&amp;wpsize=medium 300w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=crop&amp;h=150&amp;ixlib=php-3.3.1&amp;w=150&amp;wpsize=thumbnail 150w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=crop&amp;h=66&amp;ixlib=php-3.3.1&amp;w=66&amp;wpsize=recent-works-thumbnail 66w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=scale&amp;h=200&amp;ixlib=php-3.3.1&amp;w=200&amp;wpsize=fusion-200 200w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=scale&amp;h=400&amp;ixlib=php-3.3.1&amp;w=400&amp;wpsize=fusion-400 400w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1024&amp;ixlib=php-3.3.1&amp;w=1024&amp;wpsize=large 1024w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=scale&amp;h=1536&amp;ixlib=php-3.3.1&amp;w=1536&amp;wpsize=1536x1536 1536w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&amp;fit=crop&amp;h=1000&amp;ixlib=php-3.3.1&amp;w=1000&amp;wpsize=1000x1000 1000w, https:\/\/voss-media.imgix.net\/2023\/01\/Tim-Jalland-Colour-White-border.png?auto=compress%2Cformat&ixlib=php-3.3.1 425w\" sizes=\"(max-width: 180px) 100vw, 180px\" \/><\/p>\n<h5>Author: Tim Jalland,<br \/>\nSolutions Manager,<br \/>\nVOSS Solutions<\/h5>\n<p>Tuesday February 24, 2026<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-3 fusion_builder_column_inner_2_5 2_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:40%;--awb-margin-top-large:0px;--awb-spacing-right-large:4.8%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:4.8%;--awb-width-medium:40%;--awb-order-medium:0;--awb-spacing-right-medium:4.8%;--awb-spacing-left-medium:4.8%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><script src=\"https:\/\/fast.wistia.com\/player.js\" async><\/script><script src=\"https:\/\/fast.wistia.com\/embed\/jcq4fs40lg.js\" async type=\"module\"><\/script><style>wistia-player[media-id='jcq4fs40lg']:not(:defined) { display: block; filter: blur(5px); padding-top:100%; }<\/style> <wistia-player media-id=\"jcq4fs40lg\" swatch=\"false\" style=\"width: 100%;height: 180px;\"><\/wistia-player><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling voss-classic-section\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:-30px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1420.64px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-six\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h6 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">The <a href=\"https:\/\/www.linkedin.com\/pulse\/microsoft-security-copilot-cautionary-tale-from-real-world-caputo-znbac\/\">recent experiences shared by Deano Caputo<\/a> (a Microsoft MVP testing Microsoft Security Copilot) highlights a cautionary tale for any enterprise exploring AI: enabling advanced AI tools without proper preparation can lead to significant, unexpected costs.<\/h6><\/div><div class=\"fusion-text fusion-text-3\"><p>In this example, enabling Microsoft Security Copilot, even if you are licensed with E5, on a relatively small Microsoft tenant, resulted in thousands of dollars of unexpected charges in under a month &#8211; while producing little actionable output.<\/p>\n<p>At VOSS, this aligns with what we see across AI adoption in enterprise collaboration and security environments. AI promises productivity, insights, and automation &#8211; but value is never automatic. Without the right telemetry, workflows, and governance, enterprises risk paying consumption-based charges for capacity and capability that isn\u2019t delivering meaningful business impact or value.<\/p>\n<p>From this experience, three critical lessons emerge:<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-4 fusion_builder_column_inner_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:11.52%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:11.52%;--awb-spacing-left-medium:11.52%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-four sign-up-for-voss-updates-heading\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong><span style=\"color: #00ade5;\">1.<\/span><\/strong><\/h4><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-5 fusion_builder_column_inner_4_5 4_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:80%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.4%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.4%;--awb-width-medium:80%;--awb-order-medium:0;--awb-spacing-right-medium:2.4%;--awb-spacing-left-medium:2.4%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-six\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h6 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong>Cost governance must come first<\/strong><\/h6><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-4\"><p>AI compute resources like Security Compute Units (SCUs) are billed continuously. Without careful provisioning and monitoring, costs can escalate rapidly, even in small deployments.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-6 fusion_builder_column_inner_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:11.52%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:11.52%;--awb-spacing-left-medium:11.52%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-four sign-up-for-voss-updates-heading\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong><span style=\"color: #00ade5;\">2.<\/span><\/strong><\/h4><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-7 fusion_builder_column_inner_4_5 4_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:80%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.4%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.4%;--awb-width-medium:80%;--awb-order-medium:0;--awb-spacing-right-medium:2.4%;--awb-spacing-left-medium:2.4%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-six\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h6 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong>Operational readiness is essential<\/strong><\/h6><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-5\"><p>Technical readiness isn\u2019t just licensing; it includes active telemetry, mature security tools, and processes that allow AI outputs to be actionable.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:33.333333333333%;--awb-order-medium:0;--awb-spacing-right-medium:5.76%;--awb-spacing-left-medium:5.76%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-8 fusion_builder_column_inner_1_6 1_6 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:16.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:11.52%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:11.52%;--awb-width-medium:16.666666666667%;--awb-order-medium:0;--awb-spacing-right-medium:11.52%;--awb-spacing-left-medium:11.52%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-four sign-up-for-voss-updates-heading\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong><span style=\"color: #00ade5;\">3.<\/span><\/strong><\/h4><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-9 fusion_builder_column_inner_4_5 4_5 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:80%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.4%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.4%;--awb-width-medium:80%;--awb-order-medium:0;--awb-spacing-right-medium:2.4%;--awb-spacing-left-medium:2.4%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-six\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h6 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\"><strong>Define before enablement<\/strong><\/h6><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-6\"><p>Workflows and use cases need to be defined before enablement. AI is a productivity multiplier, not a magic solution. Its real value comes when it\u2019s embedded into clear, operational workflows that teams can leverage.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-7\"><p>For enterprises adopting AI in UC, security, or network operations, the lesson is clear: don\u2019t enable AI because it\u2019s available &#8211; enable it when your environment, processes, and governance are ready to support it.<\/p>\n<p>At VOSS, we help our customers navigate this balance, ensuring AI and automation deliver measurable outcomes, improve efficiency, and protect against unintended costs. By approaching AI adoption with readiness and governance at the forefront, enterprises can transform AI from a costly experiment into a powerful business asset.<\/p>\n<p>Please get in touch to discuss your requirements or concerns in more detail.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-bottom:30px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#e6e7e8;border-color:#e6e7e8;border-top-width:1px;\"><\/div><\/div><ul style=\"--awb-iconcolor:#00ade5;--awb-line-height:27.2px;--awb-icon-width:27.2px;--awb-icon-height:27.2px;--awb-icon-margin:11.2px;--awb-content-margin:38.4px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-glasses fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>See more about <a href=\"https:\/\/www.voss-solutions.com\/platform\/automation\/\">UC automation<\/a> and <a href=\"https:\/\/www.voss-solutions.com\/solutions\/license-management\/\">license management<\/a><\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-bullhorn fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p>VOSS announces <a href=\"https:\/\/www.voss-solutions.com\/news\/2026\/voss-announces-version-25-3\/\">Version 25.3<\/a> &#8211; Powerful advances in AI, security, segmentation, and digital experience monitoring for Microsoft 365 and UC solutions<\/p>\n<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-no\"><i class=\"fusion-li-icon fa-envelope fas\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\n<p><span style=\"font-weight: 400;\">Or <a href=\"http:\/\/www.voss-solutions.com\/contact-us\/\">get in touch<\/a> with us<\/span><\/p>\n<\/div><\/li><\/ul><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling 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class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-four sign-up-for-voss-updates-heading\" style=\"--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h4 class=\"fusion-title-heading title-heading-center\" style=\"margin:0;\">Keep up to date with our latest blogs and subscribe today<\/h4><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_3 1_3 fusion-flex-column\" 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style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:3.84%;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\" style=\"border-radius:30px;\"><img decoding=\"async\" width=\"1000\" height=\"1000\" title=\"Cheerful,Young,Blonde,Girl,Using,Laptop,Computer,While,Sitting,With\" src=\"https:\/\/voss-media.imgix.net\/2021\/11\/VOSS-image_1120840982-scaled.jpg?auto=compress%2Cformat&fit=crop&h=1000&ixlib=php-3.3.1&w=1000&wpsize=1000x1000\" alt class=\"img-responsive wp-image-4305\" 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style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#e6e7e8;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1420.64px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column voss-classic-section\" style=\"--awb-bg-color:#e6e7e8;--awb-bg-color-hover:#e6e7e8;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-top:0px;--awb-margin-bottom:30px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;\"><h4 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">More articles of interest from VOSS<\/h4><\/div><div class=\"fusion-tagcloud-element fusion-tagcloud-1 voss-blog-tag-cloud\" style=\"--awb-alignment:flex-start;--awb-tags-spacing:10px;--tag-color:#e6e7e8;--tag-text-color:var(--awb-color8);--tag-border-color:var(--awb-color8);--tag-color-hover:#e6e7e8;--tag-text-color-hover:var(--awb-color5);--tag-border-color-hover:var(--awb-color5);\"><a href=\"https:\/\/www.voss-solutions.com\/tag\/ai\/\" class=\"tag-cloud-link tag-link-402 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