230 lines
14 KiB
HTML
230 lines
14 KiB
HTML
<!DOCTYPE html>
|
||
<html lang="en" data-theme="light">
|
||
<head>
|
||
<meta charset="UTF-8" />
|
||
<script src="/js/analytics.js"></script>
|
||
<meta name="viewport" content="width=device-width, initial-scale=1" />
|
||
<title>Cloud, MLOps & QA Engineering | Zettai Systems</title>
|
||
<meta name="description" content="AWS Bedrock, Azure OpenAI, and GCP Vertex integrations, Docker/Kubernetes delivery, and automated regression testing from Zettai Systems." />
|
||
<link rel="canonical" href="https://zettaisystems.com/services/cloud-integration" />
|
||
<meta property="og:type" content="website" />
|
||
<meta property="og:title" content="Cloud, MLOps & QA Engineering | Zettai Systems" />
|
||
<meta property="og:description" content="Cloud AI integrations, Docker/Kubernetes delivery, and automated regression testing." />
|
||
<meta property="og:url" content="https://zettaisystems.com/services/cloud-integration" />
|
||
<meta property="og:image" content="https://zettaisystems.com/assets/logos/icon-square.png" />
|
||
<meta name="theme-color" content="#005498" />
|
||
<link rel="icon" href="/assets/logos/favicon.png" type="image/png" />
|
||
<link rel="apple-touch-icon" href="/assets/logos/icon-square.png" />
|
||
<link rel="stylesheet" href="/css/bootstrap.min.css" />
|
||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.11.3/font/bootstrap-icons.min.css" />
|
||
<link rel="stylesheet" href="/css/aos.css" />
|
||
<link rel="stylesheet" href="/css/style.css" />
|
||
<script>
|
||
(function () {
|
||
try {
|
||
var t = localStorage.getItem("zs-theme");
|
||
if (!t) t = window.matchMedia("(prefers-color-scheme: dark)").matches ? "dark" : "light";
|
||
document.documentElement.setAttribute("data-theme", t);
|
||
var icon = document.querySelector('link[rel="icon"]');
|
||
if (icon) icon.href = "/assets/logos/" + (t === "dark" ? "favicon-dark.png" : "favicon.png");
|
||
} catch (e) {}
|
||
})();
|
||
</script>
|
||
</head>
|
||
<body data-page="service">
|
||
<div id="site-header"></div>
|
||
|
||
<main id="main">
|
||
<section class="page-hero">
|
||
<div class="page-net" aria-hidden="true">
|
||
<div class="page-net-grid"></div>
|
||
<canvas class="page-net-canvas"></canvas>
|
||
<div class="page-net-glow"></div>
|
||
</div>
|
||
<div class="container-zs page-hero-content" data-aos="fade-up">
|
||
<nav aria-label="Breadcrumb">
|
||
<ol class="breadcrumb-zs">
|
||
<li><a href="../">Home</a></li>
|
||
<li class="sep" aria-hidden="true">›</li>
|
||
<li><a href="../services">Services</a></li>
|
||
<li class="sep" aria-hidden="true">›</li>
|
||
<li aria-current="page">Cloud, MLOps & QA</li>
|
||
</ol>
|
||
</nav>
|
||
<div class="eyebrow">Track B · Foundational Engineering</div>
|
||
<h1>Cloud, MLOps & QA Engineering</h1>
|
||
<p>AWS Bedrock, Azure OpenAI, and GCP Vertex integrations—plus Docker/Kubernetes delivery and automated regression testing.</p>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section">
|
||
<div class="container-zs">
|
||
<div class="row g-4 align-items-start">
|
||
<div class="col-lg-7" data-aos="fade-up">
|
||
<div class="eyebrow">Overview</div>
|
||
<h2 class="section-title">Cloud that supports how you ship models and apps</h2>
|
||
<p class="text-muted-zs mb-3">We help teams move workloads to the cloud, wire foundation-model APIs, and design infrastructure that matches how you release. The goal is dependable operations—for both conventional apps and AI inference paths.</p>
|
||
<p class="text-muted-zs mb-0">Engagements may include migration, Docker/Kubernetes packaging, CI/CD, model-endpoint routing, and automated regression testing around the features you ship.</p>
|
||
</div>
|
||
<div class="col-lg-5" data-aos="fade-up" data-aos-delay="80">
|
||
<article class="card-zs">
|
||
<div class="icon-badge"><i class="bi bi-cloud"></i></div>
|
||
<h3>Good fit when you need</h3>
|
||
<ul class="benefit-list mt-3">
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Migrating applications from on-prem or legacy hosting</span></li>
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Connecting multiple systems through reliable integrations</span></li>
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Improving deployment consistency with CI/CD</span></li>
|
||
</ul>
|
||
</article>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section bg-soft">
|
||
<div class="container-zs">
|
||
<div class="section-header centered" data-aos="fade-up">
|
||
<div class="eyebrow">Capabilities</div>
|
||
<h2 class="section-title">Cloud, MLOps & QA Capabilities</h2>
|
||
<p class="section-lead">Migration, model endpoints, containers, and test automation across major clouds.</p>
|
||
</div>
|
||
<div class="row g-4">
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="0">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-cloud-upload"></i></div><h3>Migration planning</h3><p>Assess workloads and plan cutovers with risk and rollback in mind.</p></article>
|
||
</div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="80">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-cpu"></i></div><h3>Cloud AI endpoints</h3><p>Integrate Azure OpenAI, AWS Bedrock, or Vertex AI behind your own APIs and access rules.</p></article>
|
||
</div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="160">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-arrow-left-right"></i></div><h3>System integration</h3><p>APIs and connectors between cloud apps, data stores, and partners.</p></article>
|
||
</div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="0">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-git"></i></div><h3>CI/CD pipelines</h3><p>Automated build and deploy flows for more predictable releases.</p></article>
|
||
</div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="80">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-shield-lock"></i></div><h3>Secure configuration</h3><p>Access patterns and baseline hardening appropriate to your stack.</p></article>
|
||
</div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="160">
|
||
<article class="card-zs"><div class="icon-badge"><i class="bi bi-box"></i></div><h3>Containers & QA</h3><p>Docker/Kubernetes-friendly packaging plus automated regression around critical paths.</p></article>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section">
|
||
<div class="container-zs">
|
||
<div class="row g-4">
|
||
<div class="col-lg-5" data-aos="fade-up">
|
||
<div class="eyebrow">Benefits</div>
|
||
<h2 class="section-title">Why teams choose this path</h2>
|
||
<p class="text-muted-zs">Practical outcomes—not buzzwords.</p>
|
||
</div>
|
||
<div class="col-lg-7" data-aos="fade-up" data-aos-delay="80">
|
||
<ul class="benefit-list">
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Clearer deployment paths and fewer manual release steps</span></li>
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Scalable infrastructure aligned to application demand</span></li>
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Better connectivity between tools and environments</span></li>
|
||
<li><i class="bi bi-check-circle-fill"></i><span>Documentation that helps your team operate day to day</span></li>
|
||
</ul>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section bg-soft">
|
||
<div class="container-zs">
|
||
<div class="section-header centered" data-aos="fade-up">
|
||
<div class="eyebrow">Process</div>
|
||
<h2 class="section-title">How We Deliver</h2>
|
||
<p class="section-lead">A structured path from discovery to support.</p>
|
||
</div>
|
||
<div class="process-track">
|
||
<div class="process-step" data-aos="fade-up" data-aos-delay="0"><div class="process-num">01</div><h3>Assess</h3><p>Review current systems, dependencies, and goals.</p></div>
|
||
<div class="process-step" data-aos="fade-up" data-aos-delay="50"><div class="process-num">02</div><h3>Design</h3><p>Propose target architecture and migration phases.</p></div>
|
||
<div class="process-step" data-aos="fade-up" data-aos-delay="100"><div class="process-num">03</div><h3>Implement</h3><p>Stand up environments, pipelines, and integrations.</p></div>
|
||
<div class="process-step" data-aos="fade-up" data-aos-delay="150"><div class="process-num">04</div><h3>Migrate</h3><p>Move workloads carefully with validation checkpoints.</p></div>
|
||
<div class="process-step" data-aos="fade-up" data-aos-delay="200"><div class="process-num">05</div><h3>Stabilize</h3><p>Monitor, tune, and hand over operating guidance.</p></div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section">
|
||
<div class="container-zs">
|
||
<div class="section-header centered" data-aos="fade-up">
|
||
<div class="eyebrow">Technologies</div>
|
||
<h2 class="section-title">Tools We Work With</h2>
|
||
<p class="section-lead">Stacks we use where they fit the problem—selected for maintainability and delivery clarity.</p>
|
||
</div>
|
||
<div class="row g-4">
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="0"><div class="tech-group"><h3>Cloud platforms</h3><div class="tech-pills"><span class="tech-pill">AWS</span><span class="tech-pill">AWS Bedrock</span><span class="tech-pill">Azure</span><span class="tech-pill">Azure OpenAI</span><span class="tech-pill">GCP</span><span class="tech-pill">Vertex AI</span></div></div></div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="80"><div class="tech-group"><h3>Application layer</h3><div class="tech-pills"><span class="tech-pill">Node.js</span><span class="tech-pill">PHP</span><span class="tech-pill">CodeIgniter 4</span><span class="tech-pill">REST APIs</span></div></div></div>
|
||
<div class="col-md-6 col-lg-4" data-aos="fade-up" data-aos-delay="160"><div class="tech-group"><h3>Delivery</h3><div class="tech-pills"><span class="tech-pill">CI/CD</span><span class="tech-pill">Docker-friendly workflows</span><span class="tech-pill">QA Automation</span></div></div></div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section bg-soft">
|
||
<div class="container-zs">
|
||
<div class="section-header centered" data-aos="fade-up">
|
||
<div class="eyebrow">FAQ</div>
|
||
<h2 class="section-title">Common Questions</h2>
|
||
</div>
|
||
<div class="accordion accordion-zs" id="faq-cloud">
|
||
<div class="accordion-item">
|
||
<h3 class="accordion-header">
|
||
<button class="accordion-button" type="button" data-bs-toggle="collapse" data-bs-target="#faq-cloud-0" aria-expanded="true" aria-controls="faq-cloud-0">Which cloud provider should we use?</button>
|
||
</h3>
|
||
<div id="faq-cloud-0" class="accordion-collapse collapse show" data-bs-parent="#faq-cloud">
|
||
<div class="accordion-body">We work with AWS, Azure, and GCP. Choice depends on your existing footprint, compliance needs, and team familiarity.</div>
|
||
</div>
|
||
</div>
|
||
<div class="accordion-item">
|
||
<h3 class="accordion-header">
|
||
<button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#faq-cloud-1" aria-expanded="false" aria-controls="faq-cloud-1">Can you integrate cloud apps with on-prem systems?</button>
|
||
</h3>
|
||
<div id="faq-cloud-1" class="accordion-collapse collapse" data-bs-parent="#faq-cloud">
|
||
<div class="accordion-body">Yes. Hybrid integration is a common part of migration and modernization work.</div>
|
||
</div>
|
||
</div>
|
||
<div class="accordion-item">
|
||
<h3 class="accordion-header">
|
||
<button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#faq-cloud-2" aria-expanded="false" aria-controls="faq-cloud-2">Do you manage cloud accounts for us?</button>
|
||
</h3>
|
||
<div id="faq-cloud-2" class="accordion-collapse collapse" data-bs-parent="#faq-cloud">
|
||
<div class="accordion-body">Account ownership typically stays with you. We help design, implement, and document the environments.</div>
|
||
</div>
|
||
</div>
|
||
<div class="accordion-item">
|
||
<h3 class="accordion-header">
|
||
<button class="accordion-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#faq-cloud-3" aria-expanded="false" aria-controls="faq-cloud-3">Is FinOps included?</button>
|
||
</h3>
|
||
<div id="faq-cloud-3" class="accordion-collapse collapse" data-bs-parent="#faq-cloud">
|
||
<div class="accordion-body">We aim for sensible resource sizing and can discuss cost visibility practices, but we don’t invent savings guarantees.</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="section-sm">
|
||
<div class="container-zs" data-aos="zoom-in">
|
||
<div class="cta-band d-flex flex-column flex-lg-row align-items-lg-center justify-content-between gap-3">
|
||
<div>
|
||
<h2 class="mb-2">Planning a cloud move or integration?</h2>
|
||
<p class="mb-0">Share your current setup—we’ll outline a practical next step.</p>
|
||
</div>
|
||
<a class="btn-zs btn-zs-light" href="../contact">Start a Project <span class="arrow">→</span></a>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
</main>
|
||
|
||
<div id="site-footer"></div>
|
||
|
||
<script>window.SITE_ROOT = "";</script>
|
||
<script src="/js/bootstrap.bundle.min.js"></script>
|
||
<script src="/js/aos.js"></script>
|
||
<script src="/js/main.js"></script>
|
||
</body>
|
||
</html>
|