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  <title>Majento Blog</title>
  <subtitle>Notes from Majento: agentic systems, production software and AI implementation for marketing and business processes.</subtitle>
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  <id>https://majento.ai/blog/</id>
  <updated>2026-08-12T09:00:00+05:00</updated>
  <author><name>Majento</name><uri>https://majento.ai</uri></author>
  <entry>
    <title>Everyone Has AI, Nobody Has Results. What Is an AI Harness and Why Does Your Company Need One?</title>
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    <id>https://majento.ai/blog/company-ai-harness/</id>
    <published>2026-08-12T09:00:00+05:00</published>
    <updated>2026-08-12T09:00:00+05:00</updated>
    <summary>57% of employees hide their AI use. Companies spend money and see nothing. Here's what an AI harness is and how to build one.</summary>
  </entry>
  <entry>
    <title>FDE (Forward Deployed Engineers) turn business pain into product. Where the model breaks</title>
    <link rel="alternate" type="text/html" href="https://majento.ai/blog/fde-or-product/"/>
    <id>https://majento.ai/blog/fde-or-product/</id>
    <published>2026-08-12T09:00:00+05:00</published>
    <updated>2026-08-12T09:00:00+05:00</updated>
    <summary>A breakdown of Forward Deployed Engineering - when an embedded engineer builds a real product, and when it's just costly outsourcing. Majento's view.</summary>
  </entry>
  <entry>
    <title>Six Steps to AI Transformation: How Companies of Any Size Can Rebuild Work Around Agents</title>
    <link rel="alternate" type="text/html" href="https://majento.ai/blog/ai-transformation-steps/"/>
    <id>https://majento.ai/blog/ai-transformation-steps/</id>
    <published>2026-08-10T09:00:00+05:00</published>
    <updated>2026-08-10T09:00:00+05:00</updated>
    <summary>The Majento framework: six concrete steps to transform how your company works with AI agents, from a startup to an enterprise.</summary>
  </entry>
  <entry>
    <title>Access Rights in the Corporate Brain: Why a File's ACL No Longer Protects What AI Already Knows</title>
    <link rel="alternate" type="text/html" href="https://majento.ai/blog/company-brain-permissions/"/>
    <id>https://majento.ai/blog/company-brain-permissions/</id>
    <published>2026-08-10T09:00:00+05:00</published>
    <updated>2026-08-10T09:00:00+05:00</updated>
    <summary>The unit of access control has shifted from object to claim. A breakdown for teams rolling out enterprise AI search.</summary>
  </entry>
  <entry>
    <title>88% of companies adopted AI. Only 6% got results</title>
    <link rel="alternate" type="text/html" href="https://majento.ai/blog/ai-adoption-myth/"/>
    <id>https://majento.ai/blog/ai-adoption-myth/</id>
    <published>2026-08-09T09:00:00+05:00</published>
    <updated>2026-08-09T09:00:00+05:00</updated>
    <summary>Why AI projects fail to move the profit needle - and what to do about it. No technical jargon.</summary>
  </entry>
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