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529					<p class="elementor-heading-title elementor-size-default">DEFEND YOUR DIGITAL PERIMETER</p>				</div>
530				<div class="elementor-element elementor-element-d28c896 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="d28c896" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;}" data-widget_type="heading.default">
531					<h1 class="elementor-heading-title elementor-size-default">Identity Threat Intelligence Powered by Verified Breach Data
532
533</h1>				</div>
534				<div class="elementor-element elementor-element-3bed206 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="3bed206" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:600}" data-widget_type="heading.default">
535					<p class="elementor-heading-title elementor-size-default">Constella boasts the world’s most curated Identity Risk Data, powering the next generation of risk models and investigative intelligence, including leading OSINT tools, enterprise risk protection, and high-velocity developer APIs.</p>				</div>
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539									<span class="elementor-button-text">Request a Demo</span>
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548															<img fetchpriority="high" decoding="async" width="1000" height="669" src="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-A.jpg" class="attachment-full size-full wp-image-125" alt="Constella" srcset="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-A.jpg 1000w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-A-300x201.jpg 300w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-A-768x514.jpg 768w" sizes="(max-width: 1000px) 100v
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552		</section>
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554					<div class="e-con-inner">
555		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-190c719 e-con-full e-flex e-con e-child" data-id="190c719" data-element_type="container" data-e-type="container" data-settings="{&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_scale_effect&quot;:&quot;yes&quot;,&quot;motion_fx_scale_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_scale_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:30,&quot;end&quot;:70}},&quot;motion_fx_scale_direction&quot;:&quot;out-in&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}">
556				<div class="elementor-element elementor-element-630d101 animated-slow elementor-invisible elementor-widget elementor-widget-text-editor" data-id="630d101" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;zoomIn&quot;}" data-widget_type="text-editor.default">
557									<h5>Quarterly Identity Breach Report: 9.73 Billion Records Exposed in a Single Quarter<br /><a href="https://constella.ai/reports/2026-quarterly-identity-breach-report-q1/">Download the Report</a></h5>								</div>
558				</div>
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567															<img decoding="async" width="100" height="100" data-src="https://constella.ai/wp-content/uploads/2026/01/Build-Raster-SVG.svg" class="attachment-full size-full wp-image-276 lazyload" alt="Build" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 100px; --smush-placeholder-aspect-ratio: 100/100;" />															</div>
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571					        <div class="eael-infobox icon-on-top">
572	            <div class="infobox-content">
573                    <div class="infobox-title-section">
574                <h2 class="title">Build</h2>            </div>
575            <div><p>I need to build with identity data.</p></div>        <div class="infobox-button">
576            <a class="eael-infobox-button" href="/data/intelligence-api/">
577                                                <span class="infobox-button-text">BUILD WITH DATA API</span>
578                            </a>
579        </div>
580            </div>
581            </div>
582
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584				</div>
585					</div>
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591															<img decoding="async" width="300" height="300" data-src="https://constella.ai/wp-content/uploads/2026/01/Protect-Icon-1.png" class="attachment-full size-full wp-image-277 lazyload" alt="" data-srcset="https://constella.ai/wp-content/uploads/2026/01/Protect-Icon-1.png 300w, https://constella.ai/wp-content/uploads/2026/01/Protect-Icon-1-150x150.png 150w, https://constella.ai/wp-content/uploads/2026/01/Protect-Icon-1-100x100.png 100w, https://constella.ai/wp-content/uploads/2026/01/Protect-Icon-1-200x200.png 200w" data-sizes="(max-width: 300px) 100vw, 300px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300/300;" />															</div>
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595					        <div class="eael-infobox icon-on-top">
596	            <div class="infobox-content">
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598                <h2 class="title">Investigate</h2>            </div>
599            <div><p>I need to protect my organization.</p></div>        <div class="infobox-button">
600            <a class="eael-infobox-button" href="/platform/hunter-DRP-overview/">
601                                                <span class="infobox-button-text">SECURE YOUR ORGANIZATION</span>
602                            </a>
603        </div>
604            </div>
605            </div>
606
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616			<div class="elementor-widget-wrap elementor-element-populated">
617						<div class="elementor-element elementor-element-dc6bc17 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="dc6bc17" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:100}" data-widget_type="heading.default">
618					<h2 class="elementor-heading-title elementor-size-default">What is Identity Risk Data?</h2>				</div>
619				<div class="elementor-element elementor-element-03d1cda elementor-widget elementor-widget-text-editor" data-id="03d1cda" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
620									<p data-pm-slice="1 1 []"><strong>Identity Risk Data</strong> is the collection of actionable intelligence derived from the surface, deep, and dark web that identifies compromised or vulnerable digital identities. Unlike static data, true <b data-path-to-node="1" data-index-in-node="217">Identity Risk Data</b> includes a <a href="/data/data-pedigree-methodology/"><b data-path-to-node="1" data-index-in-node="247">Verified Identity Pedigree</b></a>, a combination of exfiltrated credentials, infostealer logs (such as stolen session cookies), and PII (Personally Identifiable Information) that has been cleaned and deduplicated.</p><p data-pm-slice="1 1 []">
620This high-fidelity data allows security teams to move beyond simple breach alerts to proactively defend against account takeover (ATO), session hijacking, and ransomware by understanding the specific context and &#8220;freshness&#8221; of an exposure.</p>								</div>
621					</div>
622		</div>
623					</div>
624		</section>
625				<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-top-section elementor-element elementor-element-38003f2 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="38003f2" data-element_type="section" data-e-type="section">
626						<div class="elementor-container elementor-column-gap-no">
627					<div class="elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8224600" data-id="8224600" data-element_type="column" data-e-type="column">
628			<div class="elementor-widget-wrap elementor-element-populated">
629						<div class="elementor-element elementor-element-7f7a454 animated-slow elementor-invisible elementor-widget elementor-widget-image" data-id="7f7a454" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.5,&quot;sizes&quot;:[]},&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_devices&quot;:[&quot;desktop&quot;],&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}}}" data-widget_type="image.default">
630															<img decoding="async" width="1000" height="680" data-src="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-B.jpg" class="attachment-full size-full wp-image-124 lazyload" alt="choose Constella" data-srcset="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-B.jpg 1000w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-B-300x204.jpg 300w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Image-B-768x522.jpg 768w" data-sizes="(max-width: 1000px) 100vw, 1000px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 1000px; --smush-placeholder-aspect-ratio: 1000/680;" />															</div>
631					</div>
632		</div>
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634			<div class="elementor-widget-wrap elementor-element-populated">
635						<div class="elementor-element elementor-element-4f69ac6 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="4f69ac6" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;}" data-widget_type="heading.default">
636					<h2 class="elementor-heading-title elementor-size-default">Why the World’s Top Brands Choose Constella</h2>				</div>
637				<div class="elementor-element elementor-element-dc35538 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="dc35538" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:600}" data-widget_type="heading.default">
638					<p class="elementor-heading-title elementor-size-default">Our competitors, including most data brokers, sell unverified bulk dumps that create noise for your customers or SOC. Constella delivers Verified Pedigree.</p>				</div>
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640										<a class="elementor-button elementor-button-link elementor-size-sm" href="/contact-us/">
641						<span class="elementor-button-content-wrapper">
642									<span class="elementor-button-text">Contact US</span>
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645								</div>
646					</div>
647		</div>
648					</div>
649		</section>
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652		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-fb05619 e-con-full e-flex e-con e-child" data-id="fb05619" data-element_type="container" data-e-type="container">
653				<div class="elementor-element elementor-element-a741f71 elementor-widget elementor-widget-text-editor" data-id="a741f71" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
654									<h5><strong>1T+ Records Indexed</strong></h5>								</div>
655				<div class="elementor-element elementor-element-a709d66 elementor-widget elementor-widget-text-editor" data-id="a709d66" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
656									<p>The world&#8217;s largest vetted identity database.</p>								</div>
657				</div>
658		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-cac15d9 e-con-full e-flex e-con e-child" data-id="cac15d9" data-element_type="container" data-e-type="container">
659				<div class="elementor-element elementor-element-f215af2 elementor-widget elementor-widget-text-editor" data-id="f215af2" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
660									<h5><b>Source Transparency</b></h5>								</div>
661				<div class="elementor-element elementor-element-e6c123b elementor-widget elementor-widget-text-editor" data-id="e6c123b" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
662									<p>We clean and verify every record to reduce false positives.</p>								</div>
663				</div>
664		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-6b14f40 e-con-full e-flex e-con e-child" data-id="6b14f40" data-element_type="container" data-e-type="container">
665				<div class="elementor-element elementor-element-24a74da elementor-widget elementor-widget-text-editor" data-id="24a74da" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
666									<h5><b>Real-Time Velocity</b></h5>								</div>
667				<div class="elementor-element elementor-element-c322b71 elementor-widget elementor-widget-text-editor" data-id="c322b71" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
668									<p>Fresh threat signals delivered via API.</p>								</div>
669				</div>
670					</div>
671				</div>
672				<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-top-section elementor-element elementor-element-70983c0 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="70983c0" data-element_type="section" data-e-type="section" data-settings="{&quot;background_background&quot;:&quot;classic&quot;}">
673						<div class="elementor-container elementor-column-gap-no">
674					<div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-68d2b30" data-id="68d2b30" data-element_type="column" data-e-type="column">
675			<div class="elementor-widget-wrap elementor-element-populated">
676						<div class="elementor-element elementor-element-50ee1b4 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="50ee1b4" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:100}" data-widget_type="heading.default">
677					<h2 class="elementor-heading-title elementor-size-default">Enterprise-Grade Security You Can Trust</h2>				</div>
678				<div class="elementor-element elementor-element-25d0907 elementor-widget__width-initial elementor-widget elementor-widget-eael-logo-carousel" data-id="25d0907" data-element_type="widget" data-e-type="widget" data-settings="{&quot;items&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;items_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;items_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]}}" data-widget_type="eael-logo-carousel.default">
679					        <div class="swiper-container-wrap eael-logo-carousel-wrap swiper-container-wrap-dots-outside">
680            <div class="swiper swiper-8 eael-logo-carousel swiper-container-25d0907 grayscale-normal" data-pagination=".swiper-pagination-25d0907" data-arrow-next=".swiper-button-next-25d0907" data-arrow-prev=".swiper-button-prev-25d0907" data-items-mobile="1" data-items-tablet="2" data-items="4" data-margin="4" data-effect="slide" data-speed="400" data-autoplay="2000" data-loop="1" data-arrows="1">
681                <div class="swiper-wrapper">
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683                                <div class="eael-lc-logo-wrap">
684									                                    <div id="eael-lc-logo-8fff639" class="eael-lc-logo">
685										<a href="https://glazer.ee/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/G_log_basic-1.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
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689                                <div class="eael-lc-logo-wrap">
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691										<a href="http://irisidentityprotection.com" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/Iris-logo-e1773702582344-1.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 553px; --smush-placeholder-aspect-ratio: 553/407;"></a>                                    </div>
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697										<a href="https://www.tadaweb.com/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/tadaweb-logo-1.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
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703										<a href="https://www.telefonica.com/en/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/telefonica.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 840px; --smush-placeholder-aspect-ratio: 840/630;"></a>                                    </div>
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709										<a href="https://proton.me/mail" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/Proton.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
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716									                                </div>
717                            </div>
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721										<a href="https://enfortra.com/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/Enfortra.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
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725                                <div class="eael-lc-logo-wrap">
726									                                    <div id="eael-lc-logo-db00a31" class="eael-lc-logo">
727										<a href="https://consumerdirect.com/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/Consumer-Direct-1.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
728									                                </div>
729                            </div>
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732									                                    <div id="eael-lc-logo-d9ebd18" class="eael-lc-logo">
733										<a href="https://identitydefense.com/" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/Identity-Defense.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
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735                            </div>
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737                                <div class="eael-lc-logo-wrap">
738									                                    <div id="eael-lc-logo-90965e2" class="eael-lc-logo">
739										<a href="https://www.carahsoft.com/constella-intelligence?utm_source=constella-intelligence&#038;utm_medium=referral&#038;utm_campaign=constella-intelligence&#038;utm_content=partner-presence" target="_blank" rel="nofollow"><img decoding="async" class="eael-lc-img-src lazyload" data-src="https://constella.ai/wp-content/uploads/carahsoft-logo.png" alt="" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600/600;"></a>                                    </div>
740									                                </div>
741                            </div>
742						                </div>
743            </div>
744			            <!-- Add Pagination -->
745            <div class="swiper-pagination swiper-pagination-25d0907"></div>
746					            <!-- Add Arrows -->
747            <div class="swiper-button-next swiper-button-next-25d0907">
748				<svg class="e-font-icon-svg e-fas-angle-right" viewbox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg>            </div>
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751		        </div>
752						</div>
753					</div>
754		</div>
755					</div>
756		</section>
757				<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-top-section elementor-element elementor-element-268d960 elementor-section-content-mid
757dle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="268d960" data-element_type="section" data-e-type="section">
758						<div class="elementor-container elementor-column-gap-default">
759					<div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5567e07" data-id="5567e07" data-element_type="column" data-e-type="column">
760			<div class="elementor-widget-wrap elementor-element-populated">
761						<div class="elementor-element elementor-element-17e362c animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="17e362c" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:100}" data-widget_type="heading.default">
762					<h2 class="elementor-heading-title elementor-size-default">The Dual-Platform Solution</h2>				</div>
763					</div>
764		</div>
765					</div>
766		</section>
767		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-9864664 e-flex e-con-boxed e-con e-parent" data-id="9864664" data-element_type="container" data-e-type="container">
768					<div class="e-con-inner">
769		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-14c1878 e-con-full e-flex e-con e-child" data-id="14c1878" data-element_type="container" data-e-type="container">
770				<div class="elementor-element elementor-element-b24d509 eael-infobox-shape-square eael-infobox-hover-img-shape-square elementor-widget elementor-widget-eael-info-box" data-id="b24d509" data-element_type="widget" data-e-type="widget" data-widget_type="eael-info-box.default">
771					        <div class="eael-infobox icon-on-left">
772	            <div class="infobox-icon elementor-animation-grow">
773
774                            <img decoding="async" data-src="https://constella.ai/wp-content/uploads/2026/01/Build-Raster-SVG.svg" alt="Build" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" class="lazyload">
775            
776            
777            
778        </div>
779            <div class="infobox-content">
780                    <div class="infobox-title-section">
781                <h6 class="sub_title">IDENTITY DATA API</h6><h2 class="title">Data for Innovators</h2>            </div>
782                    </div>
783            </div>
784
785						</div>
786				<div class="elementor-element elementor-element-fefb54f elementor-widget elementor-widget-text-editor" data-id="fefb54f" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
787									<p><strong>Seamless Integration. Massive Scale.</strong></p>								</div>
788				<div class="elementor-element elementor-element-980c467 elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="980c467" data-element_type="widget" data-e-type="widget" data-widget_type="divider.default">
789							<div class="elementor-divider">
790			<span class="elementor-divider-separator">
791						</span>
792		</div>
793						</div>
794				<div class="elementor-element elementor-element-c51ca79 elementor-widget elementor-widget-text-editor" data-id="c51ca79" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
795									<p>Power your customer-facing security or internal fraud detection engines with our high-speed API. Access the world’s largest library of compromised identity data through a single, secure endpoint.</p><ul><li data-path-to-node="4,0,0"><b data-path-to-node="4,0,0" data-index-in-node="0"><a href="/solutions/mdr-xdr/">MDR/XDR</a></b> &#8211; Power your detection stack with curated identity sets to catch &#8220;Pre-Ransomware&#8221; signals and session hijacking attempts that bypass traditional endpoints.</li><li data-path-to-node="4,0,0"><strong><a href="/solutions/identity-theft-monitoring/">Identity Theft Monitoring</a></strong> &#8211; Protect employees and customers with real-time dark web monitoring that flags stolen credentials the second they appear on criminal markets.</li><li data-path-to-node="4,0,0"><b data-path-to-node="4,2,0" data-index-in-node="0"><a href="/solutions/osint/">OSINT</a></b> &#8211; Accelerate investigations by linking anonymous digital fragments to verified personas, unmasking threat actors through high-fidelity data.</li></ul>								</div>
796				<div class="elementor-element elementor-element-c013148 elementor-align-left elementor-widget elementor-widget-button" data-id="c013148" data-element_type="widget" data-e-type="widget" data-widget_type="button.default">
797										<a class="elementor-button elementor-button-link elementor-size-sm" href="/data/developer-portal/">
798						<span class="elementor-button-content-wrapper">
799									<span class="elementor-button-text">View API Documentation</span>
800					</span>
801					</a>
802								</div>
803				</div>
804		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-270f9e2 e-con-full e-flex e-con e-child" data-id="270f9e2" data-element_type="container" data-e-type="container">
805				<div class="elementor-element elementor-element-86ab449 eael-infobox-shape-square eael-infobox-hover-img-shape-square elementor-widget elementor-widget-eael-info-box" data-id="86ab449" data-element_type="widget" data-e-type="widget" data-widget_type="eael-info-box.default">
806					        <div class="eael-infobox icon-on-left">
807	            <div class="infobox-icon elementor-animation-grow">
808
809                            <img decoding="async" data-src="https://constella.ai/wp-content/uploads/2026/01/Protect-Raster-SVG.svg" alt="Hunter+" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" class="lazyload">
810            
811            
812            
813        </div>
814            <div class="infobox-content">
815                    <div class="infobox-title-section">
816                <h6 class="sub_title">HUNTER+ (DRP)</h6><h2 class="title">Digital Risk Protection</h2>            </div>
817            <div><p> </p><ul><li style="list-style-type: none"> </li></ul></div>        </div>
818            </div>
819
820						</div>
821				<div class="elementor-element elementor-element-6cb6bc2 elementor-widget elementor-widget-text-editor" data-id="6cb6bc2" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
822									<p><strong>Stop Identity-Based Attacks Before They Scale.</strong></p>								</div>
823				<div class="elementor-element elementor-element-857156d elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="857156d" data-element_type="widget" data-e-type="widget" data-widget_type="divider.default">
824							<div class="elementor-divider">
825			<span class="elementor-divider-separator">
826						</span>
827		</div>
828						</div>
829				<div class="elementor-element elementor-element-a7e2f41 elementor-widget elementor-widget-text-editor" data-id="a7e2f41" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
830									<p>Hunter+ automates the detection of compromised credentials, brand impersonations, and executive risks. Protect your VIPs and your workforce with a platform designed for the modern SOC.</p><ul><li data-path-to-node="0,0,0"><b data-path-to-node="0,0,0" data-index-in-node="0"><a href="/platform/executive-protection/">Executive Protection</a> &#8211;</b> Secure leadership by monitoring personal digital footprints. Identify PII leaks and infostealer infections on private accounts.</li><li data-path-to-node="0,0,0"><b data-path-to-node="0,1,0" data-index-in-node="0"><a href="/platform/brand-protection/">Brand Integrity</a></b> &#8211; Defend your reputation with automated takedowns of phishing sites and rogue profiles. Unmask the threat actors behind impersonation.</li><li data-path-to-node="0,0,0"><b data-path-to-node="0,2,0" data-index-in-node="0"><a href="/solutions/ransomware-prevention/">Ransomware Prevention</a></b> &#8211; Neutralize the primary entry point: stolen credentials and hijacked cookies. Identify &#8220;Pre-Ransomware&#8221; signals in infostealer logs.</li></ul>								</div>
831				<div class="elementor-element elementor-element-0227ed4 elementor-align-left elementor-widget elementor-widget-button" data-id="0227ed4" data-element_type="widget" data-e-type="widget" data-widget_type="button.default">
832										<a class="elementor-button elementor-button-link elementor-size-sm" href="/platform/hunter-drp-overview/">
833						<span class="elementor-button-content-wrapper">
834									<span class="elementor-button-text">Explore Hunter+</span>
835					</span>
836					</a>
837								</div>
838				</div>
839					</div>
840				</div>
841		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-de69250 e-flex e-con-boxed e-con e-parent" data-id="de69250" data-element_type="container" data-e-type="container">
842					<div class="e-con-inner">
843				<div class="elementor-element elementor-element-b8e5654 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="b8e5654" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:100}" data-widget_type="heading.default">
844					<h2 class="elementor-heading-title elementor-size-default">Built for Your Industry’s Toughest Challenges.</h2>				</div>
845		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-9b7a479 e-grid e-con-full e-con e-child" data-id="9b7a479" data-element_type="container" data-e-type="container">
846				<div class="elementor-element elementor-element-bd12dc2 eael-infobox-content-align--center eael-infobox-shape-square eael-infobox-hover-img-shape-square elementor-widget elementor-widget-eael-info-box" data-id="bd12dc2" data-element_type="widget" data-e-type="widget" data-widget_type="eael-info-box.default">
847					        <div class="eael-infobox icon-on-top">
848	            <div class="infobox-icon">
849
850                            <img decoding="async" data-src="https://constella.ai/wp-content/uploads/2026/01/Financial-Icon-Raster-SVG.svg" alt="financial" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" class="lazyload">
851            
852            
853            
854        </div>
855            <div class="infobox-content">
856                    <div class="infobox-title-section">
857                <h5 class="title">Financial Services</h5>            </div>
858            <div><p>Protect accounts and satisfy strict regulatory compliance (GDPR/SOC2).</p></div>        </div>
859            </div>
860
861						</div>
862				<div class="elementor-element elementor-element-29c1aea eael-infobox-content-align--center eael-infobox-shape-square eael-infobox-hover-img-shape-square elementor-widget elementor-widget-eael-info-box" data-id="29c1aea" data-element_type="widget" data-e-type="widget" data-widget_type="eael-info-box.default">
863					        <div class="eael-infobox icon-on-top">
864	            <div class="infobox-icon">
865
866                            <img decoding="async" data-src="https://constella.ai/wp-content/uploads/2026/01/Public-Sector-Raster-SVG.svg" alt="public" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" class="lazyload">
867            
868            
869            
870        </div>
871            <div class="infobox-content">
872                    <div class="infobox-title-section">
873                <h4 class="title">Public Sector</h4>            </div>
874            <div><p>Advanced OSINT and investigative tools for law enforcement and government.</p></div>        </div>
875            </div>
876
877						</div>
878				<div class="elementor-element elementor-element-527415c eael-infobox-content-align--center eael-infobox-shape-square eael-infobox-hover-img-shape-square elementor-widget elementor-widget-eael-info-box" data-id="527415c" data-element_type="widget" data-e-type="widget" data-widget_type="eael-info-box.default">
879					        <div class="eael-infobox icon-on-top">
880	            <div class="infobox-icon">
881
882                            <img decoding="async" data-src="https://constella.ai/wp-content/uploads/2026/01/Retail-Raster-SVG.svg" alt="retail" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" class="lazyload">
883            
884            
885            
886        </div>
887            <div class="infobox-content">
888                    <div class="infobox-title-section">
889                <h4 class="title">Retail / E-Commerce</h4>            </div>
890            <div><p>Defend against credential stuffing and loyalty program fraud.</p></div>        </div>
891            </div>
892
893						</div>
894				</div>
895					</div>
896				</div>
897		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-bc816ad e-con-full e-flex e-con e-parent" data-id="bc816ad" data-element_type="container" data-e-type="container">
898				<div class="elementor-element elementor-element-d88f21a elementor-widget elementor-widget-image" data-id="d88f21a" data-element_type="widget" data-e-type="widget" data-widget_type="image.default">
899															<img decoding="async" width="768" height="148" data-src="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C-768x148.jpg" class="attachment-medium_large size-medium_large wp-image-123 lazyload" alt="verified identities" data-srcset="https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C-768x148.jpg 768w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C-300x58.jpg 300w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C-1024x197.jpg 1024w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C-1536x295.jpg 1536w, https://constella.ai/wp-content/uploads/2026/01/Constella-Web-Full-Width-Image-C.jpg 1800w" data-sizes="(max-width: 768px) 100vw, 768px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 768px; --smush-placeholder-aspect-ratio: 768/148;" />															</div>
900				</div>
901				<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-top-section elementor-element elementor-element-46c957b elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="46c957b" data-element_type="section" data-e-type="section" id="services_section">
902						<div class="elementor-container elementor-column-gap-no">
903					<div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7e4326f" data-id="7e4326f" data-element_type="column" data-e-type="column">
904			<div class="elementor-widget-wrap elementor-element-populated">
905						<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-inner-section elementor-element elementor-element-005a80d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="005a80d" data-element_type="section" data-e-type="section">
906						<div class="elementor-container elementor-column-gap-no">
907					<div class="elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b88dc38" data-id="b88dc38" data-element_type="column" data-e-type="column">
908			<div class="elementor-widget-wrap elementor-element-populated">
909						<div class="elementor-element elementor-element-f141cfe elementor-widget elementor-widget-image" data-id="f141cfe" data-element_type="widget" data-e-type="widget" data-widget_type="image.default">
910															<img decoding="async" width="742" height="1024" data-src="https://constella.ai/wp-content/uploads/2026/02/Breach-Report-2026-Report-Graphic-742x1024.png" class="attachment-large size-large wp-image-2259 lazyload" alt="breach report 2026" data-srcset="https://constella.ai/wp-content/uploads/2026/02/Breach-Report-2026-Report-Graphic-742x1024.png 742w, https://constella.ai/wp-content/uploads/2026/02/Breach-Report-2026-Report-Graphic-217x300.png 217w, https://constella.ai/wp-content/uploads/2026/02/Breach-Report-2026-Report-Graphic-768x1060.png 768w, https://constella.ai/wp-content/uploads/2026/02/Breach-Report-2026-Report-Graphic.png 1095w" data-sizes="(max-width: 742px) 100vw, 742px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 742px; --smush-placeholder-aspect-ratio: 742/1024;" />															</div>
911					</div>
912		</div>
913				<div class="elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fb8ff08" data-id="fb8ff08" data-element_type="column" data-e-type="column">
914			<div class="elementor-widget-wrap elementor-element-populated">
915						<div class="elementor-element elementor-element-80ffb98 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="80ffb98" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}" data-widget_type="heading.default">
916					<p class="elementor-heading-title elementor-size-default">FEATURED RESOURCE
917</p>				</div>
918				<div class="elementor-element elementor-element-4038ff8 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="4038ff8" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:200}" data-widget_type="heading.default">
919					<h2 class="elementor-heading-title elementor-size-default">2026 Identity Breach Report: 107 Billion Records Exposed
920</h2>				</div>
921				<div class="elementor-element elementor-element-289e90f animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="289e90f" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:500}" data-widget_type="heading.default">
922					<p class="elementor-heading-title elementor-size-default">Download our latest research to see how infostealers and AI are revolutionizing the cybercriminal underworld.</p>				</div>
923				<div class="elementor-element elementor-element-7aea53b elementor-align-left elementor-tablet-align-center elementor-widget elementor-widget-button" data-id="7aea53b" data-element_type="widget" data-e-type="widget" data-widget_type="button.default">
924										<a class="elementor-button elementor-button-link elementor-size-sm" href="https://constella.ai/reports/2026-identity-breach-report/">
925						<span class="elementor-button-content-wrapper">
926									<span class="elementor-button-text">
926Download the Full Report</span>
927					</span>
928					</a>
929								</div>
930					</div>
931		</div>
932					</div>
933		</section>
934					</div>
935		</div>
936					</div>
937		</section>
938		<div data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-element elementor-element-62f6e80 e-flex e-con-boxed e-con e-parent" data-id="62f6e80" data-element_type="container" data-e-type="container">
939					<div class="e-con-inner">
940				<div class="elementor-element elementor-element-a83410b elementor-widget-divider--view-line elementor-widget elementor-widget-divider" data-id="a83410b" data-element_type="widget" data-e-type="widget" data-widget_type="divider.default">
941							<div class="elementor-divider">
942			<span class="elementor-divider-separator">
943						</span>
944		</div>
945						</div>
946					</div>
947				</div>
948				<section data-particle_enable="false" data-particle-mobile-disabled="false" class="elementor-section elementor-top-section elementor-element elementor-element-5643940 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="5643940" data-element_type="section" data-e-type="section">
949						<div class="elementor-container elementor-column-gap-no">
950					<div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bc0aeb8" data-id="bc0aeb8" data-element_type="column" data-e-type="column">
951			<div class="elementor-widget-wrap elementor-element-populated">
952						<div class="elementor-element elementor-element-6358051 animated-slow elementor-invisible elementor-widget elementor-widget-heading" data-id="6358051" data-element_type="widget" data-e-type="widget" data-settings="{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:100}" data-widget_type="heading.default">
953					<h2 class="elementor-heading-title elementor-size-default">Insights from the Front Lines of Identity Risk</h2>				</div>
954				<div class="elementor-element elementor-element-c3aa3a3 elementor-widget elementor-widget-text-editor" data-id="c3aa3a3" data-element_type="widget" data-e-type="widget" data-widget_type="text-editor.default">
955									<p>Stay ahead of emerging threats with proprietary research and actionable analysis from the Constella Intelligence Team.</p>								</div>
956				<div class="elementor-element elementor-element-74213de elementor-grid-eael-col-4 elementor-grid-tablet-eael-col-2 elementor-grid-mobile-eael-col-1 elementor-widget elementor-widget-eael-post-grid" data-id="74213de" data-element_type="widget" data-e-type="widget" data-settings="{&quot;eael_post_grid_columns&quot;:&quot;eael-col-4&quot;,&quot;eael_post_grid_columns_tablet&quot;:&quot;eael-col-2&quot;,&quot;eael_post_grid_columns_mobile&quot;:&quot;eael-col-1&quot;}" data-widget_type="eael-post-grid.default">
957					<div id="eael-post-grid-74213de" class="eael-post-grid-container">
958            <div class="eael-post-grid eael-post-appender eael-post-appender-74213de eael-post-grid-style-two" data-layout-mode="masonry"><article class="eael-grid-post  eael-post-grid-column eael-pg-post-4586 category-insights-identity-risk-intelligence" data-id="4586">
959    <div class="eael-grid-post-holder">
960        <div class="eael-grid-post-holder-inner"><div class="eael-entry-media"><div class="eael-entry-overlay fade-in"><i class="fas fa-long-arrow-alt-right" aria-hidden="true"></i><a href="https://constella.ai/blog/infostealers-are-exposing-more-than-passwords-heres-what-security-teams-need-to-know/"></a></div><div class="eael-entry-thumbnail eael-image-ratio">
961                            <img decoding="async" width="800" height="450" data-src="https://constella.ai/wp-content/uploads/infostealers-2026-1024x576.jpg" class="attachment-large size-large wp-image-4588 lazyload" alt="infostealers" data-srcset="https://constella.ai/wp-content/uploads/infostealers-2026-1024x576.jpg 1024w, https://constella.ai/wp-content/uploads/infostealers-2026-300x169.jpg 300w, https://constella.ai/wp-content/uploads/infostealers-2026-768x432.jpg 768w, https://constella.ai/wp-content/uploads/infostealers-2026.jpg 1365w" data-sizes="(max-width: 800px) 100v
961w, 800px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800/450;" />
962                            </div>
963                    </div><div class="eael-entry-wrapper"><header class="eael-entry-header"><h2 class="eael-entry-title"><a class="eael-grid-post-link" href="https://constella.ai/blog/infostealers-are-exposing-more-than-passwords-heres-what-security-teams-need-to-know/" title="Infostealers Are Exposing More Than Passwords. Here’s What Security Teams Need to Know">Infostealers Are Exposing More Than Passwords. Here’s What</a></h2></header><div class="eael-entry-content">
964                                <div class="eael-grid-post-excerpt"><a href="https://constella.ai/blog/infostealers-are-exposing-more-than-passwords-heres-what-security-teams-need-to-know/" class="eael-post-elements-readmore-btn">Read More</a></div>
965                            </div><div class="eael-entry-header-after style-two"><div class="eael-entry-meta"><span class="eael-meta-posted-on"><i class="far fa-clock"></i><time datetime="September 24, 2026">September 24, 2026</time></span></div></div></div></div>
966    </div>
967</article><article class="eael-grid-post  eael-post-grid-column eael-pg-post-4505 category-insights-investigations-osint tags-credentialcompilations-infostealers-initialaccessbrokers-ransomware-thirdpartyrisk" data-id="4505">
968    <div class="eael-grid-post-holder">
969        <div class="eael-grid-post-holder-inner"><div class="eael-entry-media"><div class="eael-entry-overlay fade-in"><i class="fas fa-long-arrow-alt-right" aria-hidden="true"></i><a href="https://constella.ai/blog/from-a-stolen-login-to-a-ransomware-leak-site/"></a></div><div class="eael-entry-thumbnail eael-image-ratio">
970                            <img decoding="async" width="800" height="450" data-src="https://constella.ai/wp-content/uploads/randsomware-leaks-1024x576.jpg" class="attachment-large size-large wp-image-4510 lazyload" alt="ransomware leaks" data-srcset="https://constella.ai/wp-content/uploads/randsomware-leaks-1024x576.jpg 1024w, https://constella.ai/wp-content/uploads/randsomware-leaks-300x169.jpg 300w, https://constella.ai/wp-content/uploads/randsomware-leaks-768x432.jpg 768w, https://constella.ai/wp-content/uploads/randsomware-leaks.jpg 1365w" data-sizes="(max-width: 800px) 100vw, 800px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800/450;" />
971                            </div>
972                    </div><div class="eael-entry-wrapper"><header class="eael-entry-header"><h2 class="eael-entry-title"><a class="eael-grid-post-link" href="https://constella.ai/blog/from-a-stolen-login-to-a-ransomware-leak-site/" title="From a Stolen Login to a Ransomware Leak Site: What Our Telemetry Shows About the Path Threat Actors Take">From a Stolen Login to a Ransomware Leak</a></h2></header><div class="eael-entry-content">
973                                <div class="eael-grid-post-excerpt"><a href="https://constella.ai/blog/from-a-stolen-login-to-a-ransomware-leak-site/" class="eael-post-elements-readmore-btn">Read More</a></div>
974                            </div><div class="eael-entry-header-after style-two"><div class="eael-entry-meta"><span class="eael-meta-posted-on"><i class="far fa-clock"></i><time datetime="September 1, 2026">September 1, 2026</time></span></div></div></div></div>
975    </div>
976</article><article class="eael-grid-post  eael-post-grid-column eael-pg-post-4492 category-insights-identity-risk-intelligence" data-id="4492">
977    <div class="eael-grid-post-holder">
978        <div class="eael-grid-post-holder-inner"><div class="eael-entry-media"><div class="eael-entry-overlay fade-in"><i class="fas fa-long-arrow-alt-right" aria-hidden="true"></i><a href="https://constella.ai/blog/the-rise-of-service-centric-credential-compilations/"></a></div>
978<div class="eael-entry-thumbnail eael-image-ratio">
979                            <img decoding="async" width="800" height="450" data-src="https://constella.ai/wp-content/uploads/The-Rise-of-Service-Centric-Credential-Compilations-1024x576.jpg" class="attachment-large size-large wp-image-4495 lazyload" alt="service-centric credential compilation" data-srcset="https://constella.ai/wp-content/uploads/The-Rise-of-Service-Centric-Credential-Compilations-1024x576.jpg 1024w, https://constella.ai/wp-content/uploads/The-Rise-of-Service-Centric-Credential-Compilations-300x169.jpg 300w, https://constella.ai/wp-content/uploads/The-Rise-of-Service-Centric-Credential-Compilations-768x432.jpg 768w, https://constella.ai/wp-content/uploads/The-Rise-of-Service-Centric-Credential-Compilations.jpg 1365w" data-sizes="(max-width: 800px) 100vw, 800px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800/450;" />
980                            </div>
981                    </div><div class="eael-entry-wrapper"><header class="eael-entry-header"><h2 class="eael-entry-title"><a class="eael-grid-post-link" href="https://constella.ai/blog/the-rise-of-service-centric-credential-compilations/" title="The Rise of Service-Centric Credential Compilations">The Rise of Service-Centric Credential Compilations</a></h2></header><div class="eael-entry-content">
982                                <div class="eael-grid-post-excerpt"><a href="https://constella.ai/blog/the-rise-of-service-centric-credential-compilations/" class="eael-post-elements-readmore-btn">Read More</a></div>
983                            </div><div class="eael-entry-header-after style-two"><div class="eael-entry-meta"><span class="eael-meta-posted-on"><i class="far fa-clock"></i><time datetime="August 24, 2026">August 24, 2026</time></span></div></div></div></div>
984    </div>
985</article><article class="eael-grid-post  eael-post-grid-column eael-pg-post-4477 category-insights-identity-risk-intelligence" data-id="4477">
986    <div class="eael-grid-post-holder">
987        <div class="eael-grid-post-holder-inner"><div class="eael-entry-media"><div class="eael-entry-overlay fade-in"><i class="fas fa-long-arrow-alt-right" aria-hidden="true"></i><a href="https://constella.ai/blog/ai-governance-fails-without-identity-intelligence-part-2/"></a></div><div class="eael-entry-thumbnail eael-image-ratio">
988                            <img decoding="async" width="800" height="383" data-src="https://constella.ai/wp-content/uploads/AI-governance-part-2-1024x490.jpg" class="attachment-large size-large wp-image-4478 lazyload" alt="AI governance" data-srcset="https://constella.ai/wp-content/uploads/AI-governance-part-2-1024x490.jpg 1024w, https://constella.ai/wp-content/uploads/AI-governance-part-2-300x143.jpg 300w, https://constella.ai/wp-content/uploads/AI-governance-part-2-768x367.jpg 768w, https://constella.ai/wp-content/uploads/AI-governance-part-2.jpg 1481w" data-sizes="(max-width: 800px) 100vw, 800px" src="data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==" style="--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800/383;" />
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990                    </div><div class="eael-entry-wrapper"><header class="eael-entry-header"><h2 class="eael-entry-title"><a class="eael-grid-post-link" href="https://constella.ai/blog/ai-governance-fails-without-identity-intelligence-part-2/" title="AI Governance Fails Without Identity Intelligence &#8211; Part 2">AI Governance Fails Without Identity Intelligence &#8211; Part</a></h2></header><div class="eael-entry-content">
991                                <div class="eael-grid-post-excerpt"><a href="https://constella.ai/blog/ai-governance-fails-without-identity-intelligence-part-2/" class="eael-post-elements-readmore-btn">Read More</a></div>
992                            </div><div class="eael-entry-header-after style-two"><div class="eael-entry-meta"><span class="eael-meta-posted-on"><i class="far fa-clock"></i><time datetime="August 12, 2026">August 12, 2026</time></span></div></div></div></div>
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1020					<h2 class="elementor-heading-title elementor-size-default">Frequently Asked Questions</h2>				</div>
1021					</div>
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1028					<div id="what-is-identity-risk-intelligence" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="1" aria-controls="elementor-tab-content-1781"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">What is identity risk intelligence?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1781" class="eael-accordion-content clearfix" data-tab="1" aria-labelledby="what-is-identity-risk-intelligence"><p><span style="color: #ffffff">Identity risk intelligence is the practice of continuously monitoring, analyzing, and acting on data about compromised or exposed digital identities across the surface, deep, and dark web. Unlike basic breach monitoring, which alerts you after the fact, identity risk intelligence provides the context, freshness, and provenance of each exposure — enabling security team
1028s to prioritize and respond before an attacker can exploit stolen credentials, session cookies, or PII.</span></p></div>
1029					</div><div class="eael-accordion-list">
1030					<div id="how-is-constella-different-from-dark-web-monitoring-tools" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="2" aria-controls="elementor-tab-content-1782"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">How is Constella different from dark web monitoring tools?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1782" class="eael-accordion-content clearfix" data-tab="2" aria-labelledby="how-is-constella-different-from-dark-web-monitoring-tools"><p><span style="color: #ffffff">Standard dark web monitoring tools scan known forums and marketplaces for keyword mentions of your domain or email addresses. Constella goes further by ingesting, cleaning, and verifying breach data at scale — 54.6 billion curated records across 125+ countries and 50+ languages. Where other tools surface alerts, Constella delivers verified identity context: what was exposed, when, from which source, and how likely it is to be weaponized. That difference determines whether your team chases noise or acts on signal.</span></p></div>
1031					</div><div class="eael-accordion-list">
1032					<div id="what-is-an-infostealer-and-why-does-it-matter-for-enterprise-security" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="3" aria-controls="elementor-tab-content-1783"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">What is an infostealer and why does it matter for enterprise security?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1783" class="eael-accordion-content clearfix" data-tab="3" aria-labelledby="what-is-an-infostealer-and-why-does-it-matter-for-enterprise-security"><p><span style="color: #ffffff">An infostealer is a category of malware designed to silently harvest credentials, session cookies, autofill data, and browser history from an infected device. Unlike traditional breaches that expose stored passwords, infostealers capture live session tokens — allowing attackers to bypass multi-factor authentication entirely. Constella processed 51.7 million infostealer packages in 2025, a 72% year-over-year increase. Organizations that do not monitor for infostealer-sourced exposure are effectively blind to one of the fastest-growing attack vectors targeting enterprise identity.</span></p></div>
1033					</div><div class="eael-accordion-list">
1034					<div id="what-is-the-difference-between-constellas-build-and-investigate-paths" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="4" aria-controls="elementor-tab-content-1784"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">What is the difference between Constella's Build and Investigate paths?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1784" class="eael-accordion-content clearfix" data-tab="4" aria-labelledby="what-is-the-difference-between-constellas-build-and-investigate-paths"><p><span style="color: #ffffff">Constella serves two distinct buyer needs. The <strong>Build</strong> path (Identity Data API) is for product owners, MDR/XDR platforms, fraud teams, and developers who need to embed high-fidelity identity risk data directly into their own products or detection engines. The <strong>Investigate</strong>
1034 path (Hunter+ DRP platform) is for security teams, CISOs, and OSINT analysts who need a ready-to-use platform for threat investigation, executive protection, brand monitoring, and digital risk protection. Both paths draw from the same verified data foundation.</span></p></div>
1035					</div><div class="eael-accordion-list">
1036					<div id="how-does-constellas-data-pedigree-methodology-work" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="5" aria-controls="elementor-tab-content-1785"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">How does Constella's data pedigree methodology work?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1785" class="eael-accordion-content clearfix" data-tab="5" aria-labelledby="how-does-constellas-data-pedigree-methodology-work"><p><span style="color: #ffffff">Every record in Constella&#8217;s database is processed through a multi-stage verification pipeline that cleans, deduplicates, and enriches raw breach data with source provenance. This means Constella can tell you not just that a credential was exposed, but where it came from, how recently, and how many times it has been recycled across subsequent breach compilations. This verified pedigree is what separates actionable intelligence from raw data volume.</span></p></div>
1037					</div><div class="eael-accordion-list">
1038					<div id="which-industries-does-constella-serve" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="6" aria-controls="elementor-tab-content-1786"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">Which industries does Constella serve?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1786" class="eael-accordion-content clearfix" data-tab="6" aria-labelledby="which-industries-does-constella-serve"><p><span style="color: #ffffff">Constella&#8217;s identity risk intelligence is deployed across financial services, telecommunications, retail and e-commerce, public sector, law enforcement, and managed security service providers (MSSPs). Any organization that manages digital identities at scale — or that needs to attribute threat actors and investigate identity-based attacks — is a fit for one or both of Constella&#8217;s product paths.</span></p></div>
1039					</div><div class="eael-accordion-list">
1040					<div id="what-is-account-takeover-ato-and-how-does-constella-prevent-it" class="elementor-tab-title eael-accordion-header" tabindex="0" data-tab="7" aria-controls="elementor-tab-content-1787"><span class="eael-advanced-accordion-icon-closed"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-plus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-advanced-accordion-icon-opened"><svg aria-hidden="true" class="fa-accordion-icon e-font-icon-svg e-fas-minus" viewBox="0 0 448 512" xmlns="http://www.w3.org/2000/svg"><path d="M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z"></path></svg></span><span class="eael-accordion-tab-title">What is account takeover (ATO) and how does Constella prevent it?</span><svg aria-hidden="true" class="fa-toggle e-font-icon-svg e-fas-angle-right" viewBox="0 0 256 512" xmlns="http://www.w3.org/2000/svg"><path d="M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z"></path></svg></div><div id="elementor-tab-content-1787" class="eael-accordion-content clearfix" data-tab="7" aria-labelledby="what-is-account-takeover-ato-and-how-does-constella-prevent-it"><p><span style="color: #ffffff">Account takeover is a form of identity fraud in which an attacker uses stolen credentials or session tokens to gain unauthorized access to a user&#8217;s account — bypassing passwords and MFA. Constella detects ATO risk by monitoring for newly exposed credentials and active infostealer logs tied to your domain, alerting security team
1040s the moment an employee or customer identity appears in criminal markets. This pre-exploitation signal window is where ATO is stopped.</span></p></div>
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