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  <title>Orkestra Labs — Blog</title>
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  <description>Blog on running an AI implementation studio: how the model works, prototyping, integration, and getting a company ready for its first build.</description>
  <language>en</language>
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  <lastBuildDate>Sun, 12 Jul 2026 09:00:00 +0200</lastBuildDate>

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    <title>AI Implementation Studio vs. Freelancer vs. Agency</title>
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    <pubDate>Sun, 12 Jul 2026 09:00:00 +0200</pubDate>
    <description>Scope of ownership, project-knowledge continuity, and when each model actually fits.</description>
  </item>
  <item>
    <title>What an AI Proof of Concept Looks Like Before You Commit to a Full Build</title>
    <link>https://orkestralabs.pl/en/blog/ai-proof-of-concept-before-you-commit-to-a-build/</link>
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    <pubDate>Sun, 12 Jul 2026 09:00:00 +0200</pubDate>
    <description>Prototype scope, build stages, and how the go/no-go decision works.</description>
  </item>
  <item>
    <title>How Long Does It Take to Integrate an AI Agent With Your Existing Systems</title>
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    <pubDate>Sun, 12 Jul 2026 09:00:00 +0200</pubDate>
    <description>What actually stretches out — and what shortens — the time it takes to connect an agent to your systems.</description>
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  <item>
    <title>Checklist: Is Your Company Ready for Its First AI Implementation</title>
    <link>https://orkestralabs.pl/en/blog/checklist-is-your-company-ready-for-ai-implementation/</link>
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    <pubDate>Sun, 12 Jul 2026 09:00:00 +0200</pubDate>
    <description>An honest readiness checklist and the warning signs that mean it's too early to start.</description>
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