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<h2>Iter8 makes it easy to <strong>optimize business metrics</strong> and <strong>validate SLOs</strong> when you release new versions of Kubernetes apps/ML models</h2>
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<!-- <h3><strong>Automate</strong> A/B, A/B/n, Canary, and Conformance experiments.</h3>
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<h3><strong>Progressively rollout winning version</strong> of your app/ML model.</h3>
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<h3><strong>Optimize</strong> business rewards. <strong>Validate</strong> SLOs. <strong>Maximize</strong> release velocity with confidence.</h3>
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<h3><strong>Protect end-user experience</strong> with mirroring, user segmentation, dark launch, and sticky sessions.</h3>
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<h3><strong>Protect end-user experience</strong> with mirroring, user segmentation, dark launch, and sticky sessions.</h3> -->
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<ahref="{{ base_url }}/getting-started/quick-start/with-knative" title="Quick start in 5 mins"
<p>Automate <strong>A/B, A/B/n, Canary, and Conformance experiments</strong> that enable you to compare multiple versions and find the <strong>winner</strong>.</p>
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{% include ".icons/material/kubernetes.svg" %}
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K8s stacks
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<p>Experiment over <strong>Knative, KFserving, or Istio</strong>. Or extend Iter8 over <strong>any</strong> K8s stack of your choice with just a few RBAC rules.</p>
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{% include ".icons/material/database-plus.svg" %}
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Metrics
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<p>Use metrics from <strong>any</strong> provider in your experiments including <strong>Prometheus, New Relic, Sysdig and Elastic</strong>.</p>
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{% include ".icons/fontawesome/solid/cogs.svg" %}
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AI-driven
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<p>Leverage <strong>Bayesian statistics</strong> for rigorous version assessments and <strong>multi-armed bandit algorithms</strong> for optimal traffic shifting.</p>
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{% include ".icons/material/progress-check.svg" %}
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Progressive rollout
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<p>Enable <strong>progressive traffic shift</strong> towards the winning version or specify a <strong>fixed traffic split</strong> during an experiment.</p>
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{% include ".icons/material/router.svg" %}
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Traffic engineering
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<p>Protect end-user experience with traffic engineering features such as <strong>mirroring, user segmentation, dark launch, and sticky sessions</strong>.</p>
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{% include ".icons/octicons/file-code-16.svg" %}
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Resource config tools
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<p>Use <strong>plain YAML/JSON files, Helm, or Kustomize</strong> for configuring all the resources needed for an experiment.</p>
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