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    Insights and perspectives on AI in the real world

    Practical articles, guides and perspectives to help you navigate the AI journey.

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    Featured article

    Why most AI strategies fail before they start

    The biggest risk isn't picking the wrong tool. It's starting without a clear link between AI investment and business outcomes.

    28 Feb 2026 · 6 min read

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    Strategy

    Why most AI strategies fail before they start

    The biggest risk isn't picking the wrong tool. It's starting without a clear link between AI investment and business outcomes.

    28 Feb 2026 · 6 min read

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    Delivery

    From pilot to production: what actually changes

    The gap between a working prototype and a trusted production system is where most AI projects quietly die.

    21 Feb 2026 · 5 min read

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    Adoption

    Adoption is a design problem, not a training problem

    If your AI tools aren't being used, the issue probably isn't awareness. It's workflow fit.

    14 Feb 2026 · 4 min read

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    Governance

    AI governance that enables speed

    Good governance doesn't slow you down. It gives your teams the confidence to move faster with less risk.

    7 Feb 2026 · 7 min read

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    Automation

    Automating the 80% nobody talks about

    The highest-value automation opportunities aren't glamorous. They're buried in operational workflows your team does every day.

    31 Jan 2026 · 5 min read

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    Decision intelligence

    Decision intelligence: beyond dashboards

    Dashboards tell you what happened. Decision intelligence helps you figure out what to do next.

    24 Jan 2026 · 6 min read

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    Strategy

    The CEO's real question about AI

    It's not 'should we use AI?' It's 'how do I know we're investing in the right things and getting a return?'

    17 Jan 2026 · 4 min read

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    Adoption

    Building AI your team will actually use

    Production-grade isn't enough. If the people who need it don't trust it or understand it, you've built nothing.

    10 Jan 2026 · 5 min read

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    Decision intelligence

    Forecasting isn't prediction. It's preparation

    The best forecasting systems don't just tell you what's likely. They help you decide what to do about it.

    3 Jan 2026 · 6 min read

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    Adoption

    Why your AI vendor can't solve your adoption problem

    Vendors build tools. Adoption requires understanding your people, processes and culture. That's a different skill entirely.

    27 Dec 2025 · 5 min read

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    Automation

    Process automation vs. intelligent automation

    Knowing the difference, and when to use each, is the key to getting real, sustained efficiency gains.

    20 Dec 2025 · 4 min read

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    Delivery

    What good AI delivery looks like in 90 days

    You don't need a year-long programme to see results. Here's what a focused 90-day AI engagement actually delivers.

    13 Dec 2025 · 7 min read

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    New to ExpandIQ?

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    AI for CEOs and GMs

    A practical guide to the questions that matter most: where to invest, how to measure progress and what to expect.

    From pilot to production

    What separates AI experiments that go nowhere from solutions that become part of how work gets done.

    Governance that enables speed

    How to build guardrails that give your teams confidence to move faster, not slower.