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Case Studies
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Talk to a customer engineer<svg aria-hidden="true" viewbox="0 0 14 14" class="h-3.5 w-3.5"><path d="M2 2v6h9M8 4.5 11.5 8 8 11.5" fill="none" stroke="currentColor" stroke-width="1.7" stroke-linecap="round" stroke-linejoin="round"></path></svg>
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/case-studies/media-archive-ai
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Media & Entertainment</p></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Making a 1.2 PB media archive searchable with generative AI</h3><p class="mt-1.5 text-sm text-cm-muted">A Chicago-based media archive and licensing company</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">A media archive and licensing company tagged 10 to 20 times more content per editorial hour by moving editors from producing metadata to reviewing AI output, across a 1.2 PB archive.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">10-20x</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">more content tagged per editorial hour</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Media · Generative AI · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/iot-product-intelligence
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Consumer Electronics</p></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Product intelligence from a connected appliance fleet</h3><p class="mt-1.5 text-sm text-cm-muted">A leading global consumer appliances company</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">A global appliance brand made a fleet generating 70,000 telemetry records a minute queryable in plain English, and put live pricing intelligence across 160 retailers and 1,150+ SKUs into production.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">70,000</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">telemetry records per minute, queryable in plain English</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Consumer Electronics · IoT · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/onboarding-automation
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Public Sector</p></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Collapsing a six-month client onboarding to weeks</h3><p class="mt-1.5 text-sm text-cm-muted">A government and non-profit health and human services case management platform</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">A health and human services case management platform automated 80 to 90% of form onboarding effort, turning a six-month implementation into a pipeline run plus a human review.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">80-90%</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">of form onboarding effort automated</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Public Sector · Document AI · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/clinical-data-platform
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Healthcare</p></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Moving a HIPAA clinical analytics platform off a vendor data centre</h3><p class="mt-1.5 text-sm text-cm-muted">A U.S. healthcare technology company delivering clinical analytics for providers and hospitals</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">A healthcare analytics provider moved off a vendor-managed data centre in eight weeks without missing a single clinical data pipeline, and replaced proprietary analytics licensing with a stack it owns.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">8 weeks</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">to own and govern its own infrastructure</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Healthcare · Migration · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/crm-platform-migration
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Retail & E-Commerce</p></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Off five hand-managed VMs and onto containers</h3><p class="mt-1.5 text-sm text-cm-muted">A high-volume CRM and order management provider</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">A CRM and order-management provider moved 900+ scheduled data tasks off five hand-managed virtual machines onto an orchestrated container platform, cutting manual resource allocation by 80 to 90%.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">900+</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">data processing tasks moved off hand-managed VMs</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">E-Commerce · Migration · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/healthcare-analytics
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Healthcare</p><span class="inline-flex items-center whitespace-nowrap rounded-sm border border-cm-line px-1.5 py-0.5 font-cm-mono text-[10px] font-semibold uppercase tracking-[0.14em] text-cm-muted">Illustrative example</span></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Healthcare analytics platform, rebuilt on Google Cloud</h3><p class="mt-1.5 text-sm text-cm-muted">A regional healthcare network serving 3 million patients</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">Traded a slow on-premise warehouse for a HIPAA-ready analytics platform on Google Cloud, cutting query times from over 24 hours to under 30 seconds while handling more than 1M patient records a day.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink"><30s</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">query time, down from over 24 hours</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Healthcare · Data Analytics · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/fintech-payment-platform
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">FinTech</p><span class="inline-flex items-center whitespace-nowrap rounded-sm border border-cm-line px-1.5 py-0.5 font-cm-mono text-[10px] font-semibold uppercase tracking-[0.14em] text-cm-muted">Illustrative example</span></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">Scaling a FinTech payment platform</h3><p class="mt-1.5 text-sm text-cm-muted">A fast-growing FinTech payments provider</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">After transaction volume jumped 10x, we rebuilt the monolith as microservices on Google Cloud, reaching 50,000+ transactions per second at sub-second latency with PCI-DSS Level 1 compliance.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">50,000+</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">transactions per second</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">FinTech · Payments · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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/case-studies/logistics-lakehouse
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<div class="flex flex-wrap items-center gap-3"><p class="font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-muted">Logistics</p><span class="inline-flex items-center whitespace-nowrap rounded-sm border border-cm-line px-1.5 py-0.5 font-cm-mono text-[10px] font-semibold uppercase tracking-[0.14em] text-cm-muted">Illustrative example</span></div><h3 class="mt-3 text-xl font-bold tracking-tight text-cm-ink transition-colors duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:text-cm-ink-deep">A governed logistics lakehouse on Databricks and Google Cloud</h3><p class="mt-1.5 text-sm text-cm-muted">A logistics operator</p><p class="mt-2 flex-1 text-base leading-relaxed text-cm-muted">Unified freight, telematics and warehouse data into a governed lakehouse on Databricks and Google Cloud, with Unity Catalog over Delta Lake and BigQuery federation so analysts query trusted data without moving it.</p><div class="mt-6"><div class="text-5xl font-extrabold tracking-tighter text-cm-ink">12+</div><div class="mt-1 font-cm-mono text-sm text-cm-muted">source systems unified under one governance model</div></div><p class="mt-5 font-cm-mono text-xs uppercase tracking-[0.1em] text-cm-muted">Logistics · Databricks · Google Cloud</p><p class="mt-5 flex items-center gap-2 font-cm-mono text-xs font-semibold uppercase tracking-[0.14em] text-cm-ink">Read the study<span aria-hidden="true" class="inline-block transition-transform duration-[400ms] ease-[cubic-bezier(0.21,1,0.34,1)] group-hover:translate-x-1 motion-reduce:transition-none motion-reduce:transform-none">→</span></p>
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