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    <description>Field notes and sector analysis on AI automation, voice AI, audit and legal work, from the team that builds and runs the systems.</description>
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    <lastBuildDate>Mon, 12 Oct 2026 00:00:00 GMT</lastBuildDate>
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      <title>What AI should do with audit evidence</title>
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      <pubDate>Mon, 12 Oct 2026 00:00:00 GMT</pubDate>
      <category>Audit</category>
      <description>A recent UK audit fine turned on scrutiny and evidence, not arithmetic. That is where AI and audit evidence should meet: each conclusion traced to its source.</description>
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      <title>Reading the invoice is the easy part</title>
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      <pubDate>Fri, 09 Oct 2026 00:00:00 GMT</pubDate>
      <category>Automation</category>
      <description>Most tools can read an invoice now. The value is in what it is checked against, and that work starts with the order.</description>
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      <title>What a phone line is not allowed to say</title>
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      <pubDate>Fri, 09 Oct 2026 00:00:00 GMT</pubDate>
      <category>Voice</category>
      <description>A voice line that sounds right is easy to build. One you can leave alone with your callers starts with a list of what it must never do.</description>
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      <title>The number that is almost right</title>
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      <pubDate>Fri, 14 Aug 2026 00:00:00 GMT</pubDate>
      <category>Practice</category>
      <description>In regulated work, the dangerous answer is not the one that is obviously wrong. It is the one that looks fine.</description>
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      <title>The order a firm works in</title>
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      <pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate>
      <category>Audit</category>
      <description>Most AI tools for audit start at the interesting part. The work starts three steps earlier, and that is where it goes wrong.</description>
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      <title>Precedent meets pace</title>
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      <pubDate>Sat, 23 May 2026 00:00:00 GMT</pubDate>
      <category>Legal</category>
      <description>How AI is rewriting the economics of legal work, and why a profession built on precedent has no precedent for this.</description>
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      <title>The quiet revolution coming to audit</title>
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      <pubDate>Wed, 15 Apr 2026 00:00:00 GMT</pubDate>
      <category>Audit</category>
      <description>How artificial intelligence is beginning to reshape one of the world's most methodical professions.</description>
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