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    <title>Fautons Blog</title>
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    <description>Practical playbooks for AI transformation — why pilots fail, measuring AI ROI, choosing your first automation, and the Head of AI role.</description>
    <language>en</language>
    <item>
      <title>Can non-developers build software with Claude? A straight answer</title>
      <link>https://fautons.com/blog/can-non-developers-build-software-with-claude</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>Can non-developers build software with Claude? An honest answer: what's realistic to build, what isn't, why it works, and the judgement gap that still matters.</description>
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    <item>
      <title>Building business apps with Claude: the long tail of tools nobody had time to build</title>
      <link>https://fautons.com/blog/building-business-apps-with-claude</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>Building internal business apps with Claude: the long-tail opportunity, how Claude Code + MCP fit, and the governance that keeps it from becoming shadow IT.</description>
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    <item>
      <title>Building a CRM with Claude: when a custom one beats an off-the-shelf one</title>
      <link>https://fautons.com/blog/building-a-crm-with-claude</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>Building a CRM with Claude: what you can realistically build, how Claude Code + MCP fit, the data and security guardrails, and when off-the-shelf still wins.</description>
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      <title>Building an MVP with Claude: fast, but mind the line between prototype and product</title>
      <link>https://fautons.com/blog/building-an-mvp-with-claude</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>How to build an MVP with Claude: a realistic build path with Claude Code, what it's great at, and the prototype-vs-production line you can't cross blind.</description>
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    <item>
      <title>Using Claude in VS Code: what Claude Code actually does</title>
      <link>https://fautons.com/blog/claude-code-in-vs-code</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>Using Claude in VS Code with Claude Code: what the extension does, how the agent loop works, how MCP connects your tools, and how to get started.</description>
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      <title>What is corporate AI training? A plain guide for 2026</title>
      <link>https://fautons.com/blog/what-is-corporate-ai-training</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>What is corporate AI training? A clear definition: what it covers, the formats, who it's for, and how it differs from a generic online AI course.</description>
    </item>
    <item>
      <title>AI training for executives: leaders don't need to prompt, they need to lead it</title>
      <link>https://fautons.com/blog/ai-training-for-executives</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>AI training for executives and senior leaders: the literacy, strategy, and governance a CEO or VP needs, and why leaders using AI is what makes adoption stick.</description>
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      <title>AI training for legal teams: the verification is the job</title>
      <link>https://fautons.com/blog/ai-training-for-legal-teams</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>AI training for legal teams: real use cases, the confidentiality and hallucinated-citation risks, and the verification discipline that keeps AI out of trouble.</description>
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      <title>AI training for marketing teams: more output is the easy part</title>
      <link>https://fautons.com/blog/ai-training-for-marketing-teams</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>AI training for marketing teams: the real use cases, the brand-voice and accuracy guardrails, and why volume without judgement is the trap to avoid.</description>
    </item>
    <item>
      <title>AI training for finance teams: where it pays off, and where it bites</title>
      <link>https://fautons.com/blog/ai-training-for-finance-teams</link>
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      <pubDate>Mon, 15 Jun 2026 09:00:00 GMT</pubDate>
      <description>AI training for finance teams: the real use cases (FP&amp;A, reconciliation, reporting), the accuracy and compliance guardrails, and how to train without the risk.</description>
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      <title>In-house vs outsourced AI training: which is right for your team?</title>
      <link>https://fautons.com/blog/in-house-vs-outsourced-ai-training</link>
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      <pubDate>Sun, 14 Jun 2026 09:00:00 GMT</pubDate>
      <description>In-house vs outsourced AI training: when to build internal capability, when to bring in a provider, and the train-the-trainer hybrid that often wins.</description>
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    <item>
      <title>How to choose an AI training provider: a buyer's checklist</title>
      <link>https://fautons.com/blog/how-to-choose-an-ai-training-provider</link>
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      <pubDate>Sun, 14 Jun 2026 09:00:00 GMT</pubDate>
      <description>How to choose an AI training provider: the questions to ask, the red flags to avoid, and a simple way to compare shortlisted vendors on what actually matters.</description>
    </item>
    <item>
      <title>How much does corporate AI training cost? What actually sets the price</title>
      <link>https://fautons.com/blog/how-much-does-corporate-ai-training-cost</link>
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      <pubDate>Sun, 14 Jun 2026 09:00:00 GMT</pubDate>
      <description>What does corporate AI training cost? The factors that set the price (team size, format, customisation, duration) plus pricing models and how to budget.</description>
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    <item>
      <title>Five research-backed frameworks for designing human–AI products</title>
      <link>https://fautons.com/blog/frameworks-for-human-ai-interaction</link>
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      <pubDate>Sun, 14 Jun 2026 09:00:00 GMT</pubDate>
      <description>The established frameworks for human-AI interaction design: Google PAIR, Microsoft's 18 Guidelines, mixed-initiative, trust calibration, and autonomy levels.</description>
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    <item>
      <title>The five levels of AI autonomy, and why most &quot;agentic AI&quot; is really L3</title>
      <link>https://fautons.com/blog/levels-of-ai-autonomy</link>
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      <pubDate>Sun, 14 Jun 2026 09:00:00 GMT</pubDate>
      <description>The levels of AI autonomy (L1–L5), adapted from SAE's driving scale. What each level means, real examples, and why production agents top out at L3 in 2026.</description>
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    <item>
      <title>Model, app, harness, tool: the AI vocabulary that separates a PM from an engineer</title>
      <link>https://fautons.com/blog/ai-vocabulary-model-app-harness-tool</link>
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      <pubDate>Sat, 13 Jun 2026 09:00:00 GMT</pubDate>
      <description>Model, app, harness, tool: the four layers of any AI product, explained with the Claude stack. The vocabulary that makes AI roadmap conversations precise.</description>
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    <item>
      <title>Why 95% of AI pilots fail — and what the 5% do differently</title>
      <link>https://fautons.com/blog/why-ai-pilots-fail</link>
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      <pubDate>Thu, 11 Jun 2026 09:00:00 GMT</pubDate>
      <description>Why do most AI pilots fail? MIT's GenAI Divide study found 95% deliver no measurable P&amp;L impact. Here's what the successful 5% do differently.</description>
    </item>
    <item>
      <title>What does a Head of AI actually do?</title>
      <link>https://fautons.com/blog/what-does-a-head-of-ai-do</link>
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      <pubDate>Thu, 11 Jun 2026 09:00:00 GMT</pubDate>
      <description>What a Head of AI actually does: the mandate, what the role owns, reporting lines, Head of AI vs Chief AI Officer, and a first-90-days plan.</description>
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    <item>
      <title>How to measure AI ROI without fooling yourself</title>
      <link>https://fautons.com/blog/how-to-measure-ai-roi</link>
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      <pubDate>Thu, 11 Jun 2026 09:00:00 GMT</pubDate>
      <description>How to measure AI ROI: a three-layer framework (capability, usage, outcomes), a baseline-first method, and realistic 3, 6, and 12-month expectations.</description>
    </item>
    <item>
      <title>Which workflow should you automate first?</title>
      <link>https://fautons.com/blog/which-workflow-to-automate-first</link>
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      <pubDate>Thu, 11 Jun 2026 09:00:00 GMT</pubDate>
      <description>A practical rubric for your first AI automation: score workflows on frequency, pain, data readiness, blast radius, and ownership — plus five strong first picks.</description>
    </item>
    <item>
      <title>The case for letting people mess around with AI</title>
      <link>https://fautons.com/blog/the-case-for-letting-people-mess-around-with-ai</link>
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      <pubDate>Thu, 11 Jun 2026 09:00:00 GMT</pubDate>
      <description>Play is the most underrated AI adoption strategy: why low-stakes experimentation converts non-users into weekly users, and how to make play pay off.</description>
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