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    <title>X-Centric.ai Knowledge Center - Adaptify review</title>
    <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49</link>
    <description>Practical guidance on business AI, software engineering, data sovereignty, vendor neutrality and cost control from X-Centric.ai.</description>
    <language>en</language>
    <pubDate>Thu, 29 Oct 2026 08:01:45 GMT</pubDate>
    <dc:date>2026-10-29T08:01:45Z</dc:date>
    <dc:language>en</dc:language>
    <item>
      <title>Trace where your AI workflow processes and stores information | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/trace-ai-workflow-data-locations</link>
      <description>Map an AI workflow’s sources, processing routes, saved results and operational copies. Check the actual configuration against agreed handling requirements.</description>
      <content:encoded>Map an AI workflow’s sources, processing routes, saved results and operational copies. Check the actual configuration against agreed handling requirements.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Ftrace-ai-workflow-data-locations&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Thu, 29 Oct 2026 08:01:45 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/trace-ai-workflow-data-locations</guid>
      <dc:date>2026-10-29T08:01:45Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Choose a first AI workflow worth testing | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/choose-first-ai-workflow</link>
      <description>Compare specific business tasks, observe the current work and define a test with a clear result, review effort and operating owner.</description>
      <content:encoded>Compare specific business tasks, observe the current work and define a test with a clear result, review effort and operating owner.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fchoose-first-ai-workflow&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Thu, 29 Oct 2026 07:19:30 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/choose-first-ai-workflow</guid>
      <dc:date>2026-10-29T07:19:30Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Hand work between agents with an explicit contract | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/hand-work-between-agents-with-explicit-contract</link>
      <description>Define agent handoff tasks, sources, permissions and completion evidence. Enforce authority, handle uncertain outcomes, and test failures before expanding.</description>
      <content:encoded>Define agent handoff tasks, sources, permissions and completion evidence. Enforce authority, handle uncertain outcomes, and test failures before expanding.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fhand-work-between-agents-with-explicit-contract&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 17:29:32 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/hand-work-between-agents-with-explicit-contract</guid>
      <dc:date>2026-10-28T17:29:32Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Start with a common business vocabulary | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/start-with-common-business-vocabulary</link>
      <description>Agree on business definitions, owners, source mappings and change rules. Add formal relationships when a use case needs them, and test how the terms are used.</description>
      <content:encoded>Agree on business definitions, owners, source mappings and change rules. Add formal relationships when a use case needs them, and test how the terms are used.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fstart-with-common-business-vocabulary&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 17:27:38 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/start-with-common-business-vocabulary</guid>
      <dc:date>2026-10-28T17:27:38Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Make an executive briefing useful for a decision | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/make-executive-briefing-useful-for-decision</link>
      <description>Write an executive briefing around a specific choice. Compare evidence, costs, options and unresolved questions, then record the decision and follow-up.</description>
      <content:encoded>Write an executive briefing around a specific choice. Compare evidence, costs, options and unresolved questions, then record the decision and follow-up.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fmake-executive-briefing-useful-for-decision&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 17:25:19 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/make-executive-briefing-useful-for-decision</guid>
      <dc:date>2026-10-28T17:25:19Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Build a small evaluation set before changing models | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/build-small-evaluation-set-before-changing-models</link>
      <description>Compare models against real business tasks. Define expected results, check failures, record uncertainty, and plan a limited release before switching.</description>
      <content:encoded>Compare models against real business tasks. Define expected results, check failures, record uncertainty, and plan a limited release before switching.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fbuild-small-evaluation-set-before-changing-models&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 17:20:52 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/build-small-evaluation-set-before-changing-models</guid>
      <dc:date>2026-10-28T17:20:52Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Evaluate an AI assistant for security investigations | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/evaluate-ai-security-investigation-assistant</link>
      <description>Evaluate an AI investigation assistant with source-linked evidence, incomplete cases and analyst review. Check access, correction effort and operational fit.</description>
      <content:encoded>Evaluate an AI investigation assistant with source-linked evidence, incomplete cases and analyst review. Check access, correction effort and operational fit.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fevaluate-ai-security-investigation-assistant&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 07:22:29 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/evaluate-ai-security-investigation-assistant</guid>
      <dc:date>2026-10-28T07:22:29Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Evaluate an AI platform before buying it | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/evaluate-ai-platform-before-buying</link>
      <description>Test an AI platform against a business task before buying it. Compare usable results, integration, permissions, review effort and total operating cost.</description>
      <content:encoded>Test an AI platform against a business task before buying it. Compare usable results, integration, permissions, review effort and total operating cost.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fevaluate-ai-platform-before-buying&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Wed, 28 Oct 2026 07:22:13 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/evaluate-ai-platform-before-buying</guid>
      <dc:date>2026-10-28T07:22:13Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Plan recovery for AI workflows across business systems | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/ai-workflow-recovery</link>
      <description>Plan AI workflow recovery around saved progress, uncertain results, delayed approvals and completed actions. Test interruptions before expanding use.</description>
      <content:encoded>Plan AI workflow recovery around saved progress, uncertain results, delayed approvals and completed actions. Test interruptions before expanding use.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fai-workflow-recovery&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Tue, 27 Oct 2026 19:11:30 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/ai-workflow-recovery</guid>
      <dc:date>2026-10-27T19:11:30Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
    </item>
    <item>
      <title>Design an audit trail for AI agent actions | X-Centric.ai</title>
      <link>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/ai-agent-audit-trail</link>
      <description>Design AI agent audit records around requests, authorization, execution attempts and verified outcomes. Protect the records and test an investigation.</description>
      <content:encoded>Design AI agent audit records around requests, authorization, execution attempts and verified outcomes. Protect the records and test an investigation.  
&lt;img src="https://track.hubspot.com/__ptq.gif?a=22827416&amp;amp;k=14&amp;amp;r=http%3A%2F%2F22827416.hs-sites.com%2Fknowledge-center-adaptify-49%2Finsights%2Fai-agent-audit-trail&amp;amp;bu=http%253A%252F%252F22827416.hs-sites.com%252Fknowledge-center-adaptify-49&amp;amp;bvt=rss" alt="" width="1" height="1" style="min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important; "&gt;</content:encoded>
      <pubDate>Tue, 27 Oct 2026 19:11:29 GMT</pubDate>
      <guid>http://22827416.hs-sites.com/knowledge-center-adaptify-49/insights/ai-agent-audit-trail</guid>
      <dc:date>2026-10-27T19:11:29Z</dc:date>
      <dc:creator>X-Centric.ai</dc:creator>
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