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data-title="Trust Changes Everything" class="relative min-h-[288px] md:min-h-[530px] lg:min-h-[636px]" data-astro-cid-kovifjcp> <div data-partial="background-media" class="relative h-[135px] w-full overflow-hidden sm:h-[240px] lg:absolute lg:inset-0 lg:z-[-1] lg:h-full" data-astro-cid-kovifjcp> <video src="https://videos.ctfassets.net/0vvalmm98slw/7pgwSWds5TT4oP2yPnZLOD/662ccf1fbfda04aaad218ae924538cdf/Video_-_Home_2027_v4.mp4" autoplay loop muted playsinline class="absolute inset-0 h-full w-full object-cover" data-astro-cid-kovifjcp></video> </div>  <div class="container flex flex-col lg:flex-row lg:flex-wrap items-start lg:items-center" style="--left-col:50%;--right-col:50%;--title-color:white;--sub-color:white" data-astro-cid-kovifjcp> <!-- Left column --> <div class="w-full sm:w-4/5 lg:w-(--left-col) pt-10 pb-12 pl-4 lg:pl-20 xl:pl-[136px] pr-6 lg:pr-4 z-20 relative flex flex-col justify-end gap-y-2" data-astro-cid-kovifjcp>  <span class="ph-sub uppercase text-base font-medium tracking-[2.4px]" data-astro-cid-kovifjcp> AI · DATA · APPLICATIONS · PLATFORM </span> <h1 class="ph-title font-poppins-bold ph-title-responsive" style="font-size:4rem" data-astro-cid-kovifjcp> Trust Changes Everything </h1> <span class="ph-sub font-poppins-light tracking-wide leading-[1.5] text-pretty mt-2" style="font-size:1.3em" data-astro-cid-kovifjcp> We&#39;re redefining what trust looks like in enterprise technology. </span>   <div class="mt-8" data-astro-cid-kovifjcp>  <div data-component="button-group" class="flex flex-wrap gap-4 justify-start"><div data-comp="Button" class="text-left"><a href="#engage" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-impgreen-700 text-white hover:bg-impgreen-900 md:px-12 py-4 px-6" type="button">See How We Work →</button></a></div><div data-comp="Button" class="text-left"><a href="#framework" class="inline-block"><button class="rounded-full font-medium transition-colors 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grid-cols-1 md:grid-cols-4 gap-4 *:min-w-0 justify-start items-center pt-16 pb-8 pl-26 pr-26 max-md:px-0"> <!-- Column 1 --> <div class="column-1 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">NPS 90+</span></h3><p><b>Among the Highest</b> in modern enterprise technology services</p><p></p></div></div> </div> <!-- Column 2 --> <div class="column-2 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">7.5 Years</span></h3><p><b>Average Partnership Length</b> prioritizing relationships, not projects</p></div></div> </div> <!-- Column 3 --> <div class="column-3 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">Fortune 50</span></h3><p><b>2</b><b>8 of the World&#x27;s Largest</b> enterprises trust Improving to deliver</p></div></div> </div> <!-- Column 4 --> <div class="column-4 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">21 Offices</span></h3><p><b>Global Delivery Footprint</b> across 7 countries, and 3 continents</p></div></div> </div> </div> </div> </section><section data-section="full-width" class="relative">  <div class="container mx-auto relative">  <div class="grid gap-4 *:min-w-0 pt-8 pb-8 pl-8 pr-8 mt-16 max-md:py-8 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">WHAT WE DO</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><span style="color:#0f2d52">The Industry Has a Trust Problem. Improving Was Built as the Alternative.</span></h2><p>The technology industry has conditioned buyers to expect overpromising, understaffing, and scope creep. Improving was built as the alternative. 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Every engagement is structured around the IOS maturity model so you always know where you are and what comes next. </p><ul><li><p>AI Strategy &amp; Planning →</p></li><li><p>AI Training &amp; Enablement →</p></li><li><p>Agent Creation &amp; Deployment →</p></li><li><p>Machine Learning &amp; Data →</p></li></ul><hr/><p></p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#005596">90 Days</span></h3><p>From pilot to production agent - Lakeshore Learning</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#005596">$1.6M</span></h3><p>ML engagement delivered in production - Simpson Strong-Tie</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#005596">8 Stage</span></h3><p>IOS maturity model - the only one of its kind</p></div></div> </div> </div><div data-comp="Button" class="text-left"><a href="/expertise/ai" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-impblue-500 text-white hover:bg-impblue-700 md:px-12 py-4 px-6" type="button">Explore AI Expertise →</button></a></div> </div> </div> </div><div data-tab-panel data-value="1" class="relative p-4 lg:p-8 rounded-xl hidden min-h-(--panel-min-height)" style="--panel-min-height:400px;background-color:#FFF8E7"> <div class="grid grid-cols-1 lg:grid-cols-12" style="">  <div data-comp="Column" class="relative isolate flex flex-col gap-y-4 lg:col-span-full max-md:m-0 max-md:px-0 mt-auto mb-auto ml-auto mr-auto pt-16 pb-16 pl-16 pr-16 items-start justify-start" style="">  <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgold-500)] mb-(--overline-mb)">DATA</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4"><h3>The Foundation That Makes Everything Work.</h3><p>AI is only as good as the data underneath it, and most organizations discover that too late. We build the pipelines, platforms, and governance infrastructure that make your data trustworthy, real-time, and ready for production. Not just for the AI systems you&#x27;re building today, but for the analytics and applications your business depends on tomorrow. </p><ul><li><p>Data Platforms → </p></li><li><p>Data Engineering &amp; Integration → </p></li><li><p>Analytics &amp; Intelligence →</p></li></ul><p></p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#BA7616">#1</span></h3><p>Most certified Confluent data streaming engineers in the Americas</p><p></p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#BA7616">2025</span></h3><p>Confluent Enablement Partner of the Year</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#ba7616">Real-Time</span></h3><p>Data pipelines in production for Medtronic</p></div></div> </div> </div><div data-comp="Button" class="text-left"><a href="/expertise/data" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-white text-impblue-500 hover:bg-white/90 md:px-12 py-4 px-6" type="button">Explore Data Expertise →</button></a></div> </div> </div> </div><div data-tab-panel data-value="2" class="relative p-4 lg:p-8 rounded-xl min-h-(--panel-min-height)" style="--panel-min-height:400px;background-color:#DEF3ED"> <div class="grid grid-cols-1 lg:grid-cols-12" style="">  <div data-comp="Column" class="relative isolate flex flex-col gap-y-4 lg:col-span-full max-md:m-0 max-md:px-0 mt-auto mb-auto ml-auto mr-auto pt-16 pb-16 pl-16 pr-16 items-start justify-start" style="">  <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">APPLICATIONS</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4"><h3>AI-Enabled Engineering. Legacy to Cloud-Native.</h3><p>We build and modernize enterprise applications with AI woven into how we work, not bolted on after. From decomposing a monolith without stopping feature delivery to cloud-native architectures that give your teams the autonomy to ship independently. The average Improving applications engagement runs 7.5 years. That&#x27;s not a project. That&#x27;s a partnership. </p><ul><li><p>AI-Enabled Development &amp; Modernization → </p></li><li><p>DevOps &amp; Platform Engineering → </p></li><li><p>Enterprise Integration &amp; APIs → </p></li><li><p>Application Production Support <!-- -->→</p></li></ul><p></p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#5BC2A7">Multi-Year</span></h3><p>Norwegian Cruise Line Holdings modernization partnership</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#5BC2A7">2023</span></h3><p>Google Cloud Partner of the Year - Public Sector</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#5BC2A7">60%</span></h3><p>Faster deployment for Berkshire Hathaway Energy</p></div></div> </div> </div><div data-comp="Button" class="text-left"><a href="/expertise/applications" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-impgreen-700 text-white hover:bg-impgreen-900 md:px-12 py-4 px-6" type="button">Explore Applications Expertise →</button></a></div> </div> </div> </div><div data-tab-panel data-value="3" class="relative p-4 lg:p-8 rounded-xl hidden min-h-(--panel-min-height)" style="--panel-min-height:400px;background-color:#F3EEF9"> <div class="grid grid-cols-1 lg:grid-cols-12" style="">  <div data-comp="Column" class="relative isolate flex flex-col gap-y-4 lg:col-span-full max-md:m-0 max-md:px-0 mt-auto mb-auto ml-auto mr-auto pt-16 pb-16 pl-16 pr-16 items-start justify-start" style="">  <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-imppurple-500)] mb-(--overline-mb)">PLATFORM</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4"><h3>The Foundation That Makes Everything Else Work</h3><p>Most AI initiatives, data programs, and modernization projects don&#x27;t fail at the surface. They fail on the platform underneath. We design, build, and operate the cloud, data, and AI infrastructure that gives everything else somewhere solid to run.</p><ul><li><p>Cloud Platforms (Hyperscalers) →</p></li><li><p>Data &amp; Analytics Platforms →</p></li><li><p>AI Platforms &amp; Infrastructure →</p></li><li><p>Integration &amp; Application Platforms →</p></li></ul><p></p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#7b4bab">3</span></h3><p>Hyperscaler partnerships, Microsoft, GCP, and AWS</p><p></p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#7b4bab">70+</span></h3><p>Certified Kubernetes engineers</p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#7b4bab">10x</span></h3><p>Faster deployment speed for McKesson</p></div></div> </div> </div><div data-comp="Button" class="text-left"><a href="/expertise/platform" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-white text-impblue-500 hover:bg-white/90 md:px-12 py-4 px-6" type="button">Explore Platform Expertise →</button></a></div> </div> </div> </div></div></div><script type="module">document.querySelectorAll('[data-comp="Tabs"]').forEach(e=>{const l=e.querySelectorAll("[data-tab-trigger]"),r=e.querySelectorAll("[data-tab-panel]");l.forEach(c=>{c.addEventListener("click",()=>{const a=c.dataset.value;l.forEach(t=>{t.dataset.active=t.dataset.value===a?"true":"false"}),r.forEach(t=>{t.classList.toggle("hidden",t.dataset.value!==a)})})})});document.querySelectorAll("[data-circle-tabs]").forEach(e=>{const l=e.querySelectorAll("[data-tab-panel]");e.addEventListener("circle-tab-change",r=>{const{activeItemIndex:c}=r.detail;l.forEach(a=>{a.classList.toggle("hidden",Number(a.dataset.value)!==c)})})});</script> </div> </div> </section><section data-section="1212" class="relative"> <div data-partial="background-media" class="absolute top-0 left-0 right-0 bottom-0 z-0 overflow-hidden"><img src="//images.ctfassets.net/0vvalmm98slw/4AXiBvCDc9HhbBRRBm88pW/beb8f7344ac68de4349a9f95c6c78739/Background_-_Lakeshore_Learning__1_.png?fm=webp" loading="lazy" alt="Background Image" class="absolute inset-0 w-full h-full object-cover"/></div> <div class="container mx-auto relative">  <div class="grid grid-cols-1 md:grid-cols-2 gap-4 md:gap-16 *:min-w-0 justify-start items-center mt-20 max-md:px-0 p-8"> <!-- Left Column --> <div class="left-column px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">FEATURED SUCCESS STORY</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2>Agentic AI Lead Qualification: From Pilot to Production in 90 Days</h2><p><span style="color:#94a3b8">Lakeshore Learning needed to qualify high-intent prospects at scale without adding headcount. Improving built an Agentic AI system that connects to live data, qualifies leads autonomously, and hands off to sales with full context, deployed in 90 days. </span></p></div></div><div data-comp="Image" class="mr-auto max-w-[100%] md:max-w-none" style="max-width:80%"><img src="https://images.ctfassets.net/0vvalmm98slw/6iWNo1ySzOefRirLk2M3Q2/4b18a3570532915dc94e4cf85209673d/Logo_-_Lakeshore_Learning_White.png" alt="Logo - Lakeshore Learning White" title="Logo - Lakeshore Learning White" class="rounded-none w-full h-auto" loading="lazy"/></div><div data-comp="Button" class="text-left"><a href="/case-studies/lakeshore-learning" class="inline-block"><button class="rounded-full font-medium transition-colors [letter-spacing:0.51px] bg-impgreen-700 text-white hover:bg-impgreen-900 md:px-12 py-4 px-6" type="button">Read Full Case Study →</button></a></div> </div> <!-- Right Column --> <div class="right-column px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2>3x</h2><p><span style="color:#94a3b8">Increase in Qualified Leads</span></p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2>90</h2><p><span style="color:#94a3b8">Days to Production</span></p></div></div><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2>42%</h2><p><span style="color:#94a3b8">Faster Operating Speed</span></p></div></div> </div> </div> </div> </section><section id="framework" data-section="full-width" class="relative">  <div class="container mx-auto relative">  <div class="grid gap-4 *:min-w-0 pt-26 pb-26 pl-26 pr-26 mt-0 max-md:py-8 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">OUR AI MATURITY MODEL</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><span style="color:#0f2d52">We Bring a Structured Maturity Model, Not Just Tools, to Every AI Engagement</span></h2><p>Improving&#x27;s Intelligence Operating System (IOS) defines 8 stages of AI adoption, from Zero AI to full Agentic Operations. It removes the guesswork from every engagement and replaces expensive experimentation with a clear, structured path forward.</p></div></div><div data-comp="Image" class="max-w-[100%] md:max-w-none" style="max-width:100%"><img src="https://images.ctfassets.net/0vvalmm98slw/BMY1FZUJuwGLEG4X5GbSx/0c07ca69030b0248a4073231843479a6/Image_-_IOS_Framework__4_.png" alt="Image - IOS Framework (3)" title="Image - IOS Framework (3)" class="rounded-none w-full h-auto" loading="lazy"/></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="SuggestedContentCard" style="background-color:#FAFAFA" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h5><span style="color:#005596">WAVE 1</span></h5><h3>Tools</h3><p><b><span style="color:#005596">Stages 1-2</span></b></p><p>From zero AI usage to off-the-shelf AI assistance. Humans approve every action, building the foundational trust required to advance. </p><p></p></div></div></div></div><div data-comp="SuggestedContentCard" style="background-color:#FAFAFA" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h5><span style="color:#5BC2A7">WAVE 2</span></h5><h3>Process</h3><p><b><span style="color:#5BC2A7">Stages 3-4</span></b></p><p>AI moves beyond individual tasks to full workflows and governance infrastructure becomes essential. This is where most organizations stall.</p></div></div></div></div><div data-comp="SuggestedContentCard" style="background-color:#FAFAFA" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h5><span style="color:#7b4bab">WAVE 3</span></h5><h3>Agentic Operations</h3><p><b><span style="color:#7b4bab">Stages 5-8</span></b></p><p>Agents run autonomously, coordinate in parallel, and span multiple products. <!-- -->This is where organizations stop managing AI and start operating with it.</p></div></div></div></div> </div> </div> </div> </div> </section><section id="engage" data-section="full-width" class="relative"> <div data-partial="background-media" class="absolute top-0 left-0 right-0 bottom-0 z-0 overflow-hidden"><img src="//images.ctfassets.net/0vvalmm98slw/4zEqunivlybHWzAdEwdlUl/7ba921be5f4b1e443fe87bf530858846/Background_-_Dark_Blue__-0F2D52_.png?fm=webp" loading="lazy" alt="Background Image" class="absolute inset-0 w-full h-full object-cover"/></div> <div class="container mx-auto relative">  <div class="grid gap-4 *:min-w-0 p-8 pt-26 pb-26 pl-26 pr-26 mt-0 mb-0 max-md:py-8 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">HOW WE ENGAGE</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2>Three Ways to Work With Improving</h2><p><span style="color:#94a3b8">The large firms sell scale. Boutiques sell specialization. We sell trust. And we back it with three engagement models built around your outcomes, your team, and your timeline. </span></p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="SuggestedContentCard" style="background-color:#183559;border-width:1px;border-style:solid;border-color:#5BC2A7" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-start hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch rounded-t-lg rounded-b-lg"><div class="flex items-center justify-center h-[120px] self-center"><img src="https://images.ctfassets.net/0vvalmm98slw/wHnN2YC2CXoEORbncNikB/07e7db9b06c225f3bf12388799d308d9/Icon_-_Training.png" alt="Training" class="max-h-[120px] w-auto object-contain" loading="lazy"/></div><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">01</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3>Train Your People</h3><p><span style="color:#94a3b8">AI Workshops and enablement programs for teams that need real skills, not just awareness. All led by practitioners who do this work every day.</span></p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/services/training" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>Training</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div><div data-comp="SuggestedContentCard" style="background-color:#183559;border-width:1px;border-style:solid;border-color:#5BC2A7" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-start hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch rounded-t-lg rounded-b-lg"><div class="flex items-center justify-center h-[120px] self-center"><img src="https://images.ctfassets.net/0vvalmm98slw/3fMhA4JC5pACgoor7F1b27/0947b72f0e5baeb273a6ff7fe1458af8/Icon_-_Enterprise_Application_Development.png" alt="" class="max-h-[120px] w-auto object-contain" loading="lazy"/></div><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">02</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3>Build Your Solution</h3><p><span style="color:#94a3b8">Managed delivery of AI systems, applications, and data platforms from strategy through production. Our team owns the outcome, not just the hours.</span></p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/expertise" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>Development &amp; Consulting</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div><div data-comp="SuggestedContentCard" style="background-color:#183559;border-width:1px;border-style:solid;border-color:#5BC2A7" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-start hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch rounded-t-lg rounded-b-lg"><div class="flex items-center justify-center h-[120px] self-center"><img src="https://images.ctfassets.net/0vvalmm98slw/7r2LMsMecHqvQc9vgDlX07/1aeb8b071ca1f569d0a1d50f6d70485f/Icon_-_Outsourcing___Team_Augmentation.png" alt="" class="max-h-[120px] w-auto object-contain" loading="lazy"/></div><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-white)] [--heading-color:var(--color-white)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">03</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3>Scale Your Team</h3><p><span style="color:#94a3b8">Vetted engineers across North America, LATAM, and India. Mid/Lead/Senior composition, 98% client satisfaction, and relationships that hold.</span></p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/services/outsourcing" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>Global Delivery</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div> </div> </div> </div> </div> </section><section data-section="full-width" class="relative"> <div data-partial="background-media" class="absolute top-0 left-0 right-0 bottom-0 z-0 overflow-hidden"><img src="//images.ctfassets.net/0vvalmm98slw/w7WNdoYHXtdKfhawaez5J/f6356bf7986874e6e74c3c987938e001/Background_-_Pale_Blue__EBF4FB_.png?fm=webp" loading="lazy" alt="Background Image" class="absolute inset-0 w-full h-full object-cover"/></div> <div class="container mx-auto relative">  <div class="grid gap-4 *:min-w-0 p-8 pt-26 pb-0 pl-26 pr-26 mt-0 mb-0 max-md:py-8 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">HOW WE INVEST IN OUR COMMUNITIES</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><span style="color:#0f2d52">The Best Companies Build More Than Software</span></h2><p>Some of what we&#x27;re proudest of has nothing to do with client work. It&#x27;s the community meetups in our offices, the startups we&#x27;ve accelerated, and the practitioners who show up every week to teach for free.</p><p></p></div></div> </div> </div> </section><section data-section="14141414" class="relative p-8"> <div data-partial="background-media" class="absolute top-0 left-0 right-0 bottom-0 z-0 overflow-hidden"><img src="//images.ctfassets.net/0vvalmm98slw/w7WNdoYHXtdKfhawaez5J/f6356bf7986874e6e74c3c987938e001/Background_-_Pale_Blue__EBF4FB_.png?fm=webp" loading="lazy" alt="Background Image" class="absolute inset-0 w-full h-full object-cover"/></div> <div class="container mx-auto relative">   <div class="grid grid-cols-1 md:grid-cols-4 gap-4 *:min-w-0 justify-start items-start pt-8 pb-8 pl-26 pr-26 max-md:px-0"> <!-- Column 1 --> <div class="column-1 max-md:px-4"> <div data-comp="Text" class="cf-text text-left text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><b>200+</b></h2><p><b>Improving Talks</b> webinars hosted since 2022</p><p></p></div></div> </div> <!-- Column 2 --> <div class="column-2 max-md:px-4"> <div data-comp="Text" class="cf-text text-left text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><b>92</b></h2><p><b>Startups Accelerated</b> through CodeLaunch</p></div></div> </div> <!-- Column 3 --> <div class="column-3 max-md:px-4"> <div data-comp="Text" class="cf-text text-left text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><b>107,000+</b></h2><p><b>Attendees </b>hosted at our User Groups since 2020</p></div></div> </div> <!-- Column 4 --> <div class="column-4 max-md:px-4"> <div data-comp="Text" class="cf-text text-left text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-2 [&amp;&gt;*:first-child]:mt-0 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><b>14+</b></h2><p><b>Years </b>of investing in our communities</p><p></p></div></div> </div> </div> </div> </section><section data-section="1212" class="relative"> <div data-partial="background-media" class="absolute top-0 left-0 right-0 bottom-0 z-0 overflow-hidden"><img src="//images.ctfassets.net/0vvalmm98slw/w7WNdoYHXtdKfhawaez5J/f6356bf7986874e6e74c3c987938e001/Background_-_Pale_Blue__EBF4FB_.png?fm=webp" loading="lazy" alt="Background Image" class="absolute inset-0 w-full h-full object-cover"/></div> <div class="container mx-auto relative">  <div class="grid grid-cols-1 md:grid-cols-2 gap-4 md:gap-16 *:min-w-0 justify-start items-start mt-0 max-md:px-0 p-8"> <!-- Left Column --> <div class="left-column px-4"> <div data-comp="CardHolder" class="flex flex-col gap-4 w-full">  <div class="grid md:grid-cols-1 gap-6"> <div data-comp="SuggestedContentCard" style="background-color:#FFFFFF" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">FREE WEEKLY WEBINARS</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">Improving Talks</span></h3><p>Live practitioner sessions on real technical challenges, from AI, data, engineering, and more. No registration wall. No sales pitch. Open to everyone in the community.</p><h5><span style="color:#0f2d52">Every Wednesday</span></h5><p>Live sessions, open to all</p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/thoughts/webinars" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>See Upcoming Sessions</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div><div data-comp="SuggestedContentCard" style="background-color:#FFFFFF" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impblue-300)] mb-(--overline-mb)">STARTUP ACCELERATOR</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">CodeLaunch</span></h3><p>An equity-free startup accelerator where we give early-stage companies professional software development. No equity, no entry fee. Just investment in the ecosystem.</p><h5><span style="color:#0f2d52">$50K+</span></h5><p>Grand prize per cycle, no strings attached</p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="https://codelaunch.com" target="_blank" rel="noopener noreferrer" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>Learn About CodeLaunch</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div><div data-comp="SuggestedContentCard" style="background-color:#FFFFFF" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-between hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgold-500)] mb-(--overline-mb)">LOCAL MEETUPS</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h3><span style="color:#0f2d52">User Groups &amp; Meetups</span></h3><p>We open our offices to local technology communities across our cities for meetups, workshops, and gatherings that have nothing to do with our pipeline and everything to do with the people in them.</p><h5><span style="color:#0f2d52">21 Offices</span></h5><p>Across 7 countries where our doors are open</p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/locations" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>Learn More</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div> </div> </div> </div> <!-- Right Column --> <div class="right-column px-4"> <div data-comp="Image" class="max-w-[100%] md:max-w-none" style="max-width:100%"><img src="https://images.ctfassets.net/0vvalmm98slw/2ZwPBdYR3UAhU2kNgu08Q0/970c095fbf1ee90bf0bd851da0d190fe/Image_-_Home_2027__Community___3_.png" alt="Image - Home 2027 (Community) (2)" title="Image - Home 2027 (Community) (2)" class="rounded-none w-full h-auto" loading="lazy"/></div> </div> </div> </div> </section><section data-section="full-width" class="relative">  <div class="container mx-auto relative">  <div class="grid gap-4 *:min-w-0 pt-26 pb-26 pl-8 pr-8 mt-16 mb-0 max-md:py-8 max-md:px-4"> <div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="overline-text text-(--text-color) [--text-color:var(--color-impgreen-500)] mb-(--overline-mb)">OUR PARTNER ECOSYSTEM</div><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;_ul]:columns-2 [&amp;_ul]:gap-x-8 [&amp;_ol]:columns-2 [&amp;_ol]:gap-x-8"><h2><span style="color:#0f2d52">We Don&#x27;t Just Hold Partner Status. We Build Things With Partners For Clients Like You.</span></h2><p>Every platform in our ecosystem earned its place through real delivery. Here&#x27;s what that looks like across our most active partnerships. </p></div></div><div data-comp="CardHolder" class="flex flex-col gap-4 items-start mx-0">  <div class="grid md:grid-cols-3 gap-12"> <div data-comp="SuggestedContentCard" style="background-color:#FFFFFF" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-start hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex items-center justify-center h-[120px] self-center"><img src="https://images.ctfassets.net/0vvalmm98slw/7L3pdwNxX3Ew5mQ0cWvDh6/cbae4bcc03bb9b1bd7323b03105cc2d9/Image_-_Microsoft_Partner__Square__200px.png" alt="" class="max-h-[120px] w-auto object-contain" loading="lazy"/></div><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0"><h3><span style="color:#0f2d52">A Modern Reservation Platform Built on Azure</span></h3><p>Microsoft Azure gave us the cloud infrastructure and services to build a scalable, service-oriented platform capable of handling reservations, pricing, and vacation planning at enterprise scale, without downtime. </p><p> </p><h6><b>CLIENT OUTCOME</b></h6><p><b><span style="color:#94a3b8">Since 2019 / 40+ person team serving 2M+ passengers across 32 ships </span></b></p><img src="https://images.ctfassets.net/0vvalmm98slw/5d41snhllzFZb76rMHHEEb/4eda50fdec5ce3b8673dffaca3862749/Logo_-_NCLH__2_.png" alt="Logo - 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PHSA 100px" class="rounded-lg my-4 max-h-[100px] w-auto object-contain"/><p></p></div></div></div><div class="absolute -right-4 bottom-2 translate-x-full transition-transform duration-300 ease-in-out group-hover/card:-translate-x-6"><a href="/partners/google-cloud" class="text-impgreen-500 text-sm font-medium flex items-center gap-1"><span>View Google Partnership</span><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-chevron-right size-4" aria-hidden="true"><path d="m9 18 6-6-6-6"></path></svg></a></div></div><div data-comp="SuggestedContentCard" style="background-color:#FFFFFF" class="group/card flex flex-col relative p-5 shadow-md rounded-xl overflow-hidden justify-start hover:scale-105 hover:z-10 transition-transform duration-300 ease-in-out min-h-[200px] md:min-h-[340px] lg:min-h-[296px] max-w-[600px] self-stretch"><div class="flex items-center justify-center h-[120px] self-center"><img src="https://images.ctfassets.net/0vvalmm98slw/2BkFfVK5weHPUrEkZAYeFK/34fd616a6959c2c0580881fc598b711f/Image_-_Confluent_Partner__Square__200px.png" alt="" class="max-h-[120px] w-auto object-contain" loading="lazy"/></div><div class="flex"></div><div class="pt-2 pl-4 pr-2 lg:[&amp;_h3]:text-[28px] lg:[&amp;_h3]:leading-[33.32px] lg:[&amp;_h3]:tracking-[-0.14px]"><div data-comp="Text" class="cf-text text-left [--text-color:var(--color-impgray-900)] text-base"><div class="prose max-w-none **:[p,span,li,td,th,blockquote]:text-(--text-color) mb-4 [&amp;&gt;*:first-child]:mt-0"><h3><b><span style="color:#0f2d52">Global Automated Deployment Powered by Confluent</span></b></h3><p>Confluent Kafka provided the real-time data streaming infrastructure that made automated, reliable deployment possible at every location, enabling McKesson to meet DSCSA regulatory deadlines without manual intervention. </p><h6><b>CLIENT OUTCOME</b></h6><p><b><span style="color:#94a3b8">91% faster / Deployment time reduced from 4-6 hours to 33 minutes </span></b></p><img src="https://images.ctfassets.net/0vvalmm98slw/5kzZZVcsTHPEwl1TfUdFcQ/988446b95f95a33b33a86757ef470b6c/Image_-_McKesson_100px.png" alt="Image - 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