Master's in AI
    Resources

    Practical AI knowledge, no hype

    Guides, explainers and checklists for operations and IT teams evaluating, deploying or governing AI. Written by practitioners who build these systems, not marketers who describe them.

    Featured resources

    Start here

    The most useful starting points for teams at the beginning of an AI evaluation, implementation or governance project.

    Checklist5 min read

    EU AI Act Readiness Checklist

    What your organisation needs to document, classify and govern before deploying any AI system. Covers risk tiers, transparency obligations and human oversight requirements.

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    Guide8 min read

    How to Calculate AI ROI Before You Start

    The framework we use with every client to estimate business value before a project begins. Includes time-saving calculations, payback period formulas and what to measure after go-live.

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    Explainer6 min read

    GDPR and AI: What Every Operations Leader Needs to Know

    Data processing, model training data, what a DPA must cover and the difference between a data processor and a data controller in the context of AI systems.

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    Guide7 min read

    AI Agent or Custom Software: How to Choose

    The decision isn't always obvious. This guide walks through when each approach makes sense, what the trade-offs are and how to avoid over-engineering a solution that doesn't fit the problem.

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    Guide10 min read

    The 5 Workflows Most Businesses Should Automate First

    Ranked by time saved, implementation complexity and payback speed. Covers invoice processing, customer Q&A, report generation, email triage and approval workflows.

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    Checklist4 min read

    Questions to Ask an AI Vendor Before You Sign

    Security, data handling, governance, pricing transparency and implementation support. The questions your procurement and legal team should ask — and the answers that should concern you.

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    Practical AI resources for operations teams and leaders — no sales emails, no trend pieces. Just material you can use.

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    FAQ

    Questions before you build

    Short answers to the things most teams ask before turning a workflow into an AI-powered system.