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    <description>Guides on AI helpdesk workflows, support automation, and customer support operations for small teams.</description>
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    <lastBuildDate>Wed, 02 Sep 2026 10:19:45 GMT</lastBuildDate>
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      <title>10 AI auto-resolve examples for customer support</title>
      <link>https://protodesk.io/blog/ai-auto-resolve-examples/</link>
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      <description>See which support tickets AI can resolve safely, what source each answer needs, and when the workflow should hand the conversation to a human.</description>
      <pubDate>Wed, 26 Aug 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>AI auto-resolve implementation checklist</title>
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      <description>A step-by-step checklist to scope eligible tickets, prepare knowledge, configure guardrails, pilot one intent, measure quality, and expand safely.</description>
      <pubDate>Wed, 26 Aug 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>AI auto-resolve vs chatbot: what is the difference?</title>
      <link>https://protodesk.io/blog/ai-auto-resolve-vs-chatbot/</link>
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      <description>A chatbot answers in a conversation. AI auto-resolve is a helpdesk workflow that verifies a source, resolves a ticket, records the outcome, and escalates when rules fail.</description>
      <pubDate>Wed, 26 Aug 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>Knowledge base requirements for AI auto-resolve</title>
      <link>https://protodesk.io/blog/knowledge-base-for-ai-auto-resolve/</link>
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      <description>Learn how to structure, test, own, and maintain knowledge articles so AI can retrieve a complete answer and safely skip when the source is weak.</description>
      <pubDate>Wed, 26 Aug 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>Safe customer support automation: guardrails and rollout</title>
      <link>https://protodesk.io/blog/safe-customer-support-automation/</link>
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      <description>A practical framework for automating customer support without automating sensitive judgment, unsupported answers, or broken handoffs.</description>
      <pubDate>Wed, 26 Aug 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>AI helpdesk for small teams: what to automate first</title>
      <link>https://protodesk.io/blog/ai-helpdesk-for-small-teams/</link>
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      <description>Small teams should not start by automating every reply. Start with triage, sidekick drafts, and narrow auto-resolve workflows that reduce work without adding risk.</description>
      <pubDate>Sat, 27 Jun 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>AI helpdesk implementation checklist for small support teams</title>
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      <description>A practical rollout plan for AI helpdesk software: prepare the knowledge base, enable triage, add sidekick drafts, and pilot auto-resolve safely.</description>
      <pubDate>Sat, 27 Jun 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>AI helpdesk vs chatbot: what small teams actually need</title>
      <link>https://protodesk.io/blog/ai-helpdesk-vs-chatbot/</link>
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      <description>A chatbot answers in one surface. An AI helpdesk organizes the full support workflow: inbox, routing, knowledge, drafts, escalation, and safe resolution.</description>
      <pubDate>Sat, 27 Jun 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>Why we built Protodesk</title>
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      <description>Every existing tool felt either too heavy for small teams or too basic to handle modern support. Here's why we decided to build another one anyway.</description>
      <pubDate>Sun, 19 Apr 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>company</category>
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      <title>The AI support stack: triage, Ticket Context, Suggest, auto-resolve</title>
      <link>https://protodesk.io/blog/ai-support-stack/</link>
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      <description>Three AI layers, three jobs. Here's exactly how we architected each one — and what we learned about keeping AI honest.</description>
      <pubDate>Sat, 18 Apr 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
      <category>ai</category>
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      <title>Pricing AI credits fairly</title>
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      <description>Usage-based pricing is honest, but it can be terrifying. Here's how we made AI credits predictable.</description>
      <pubDate>Fri, 17 Apr 2026 00:00:00 GMT</pubDate>
      <author>sales@protodesk.io (The Protodesk team)</author>
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