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Season 2 - Episode 2: Artificial Maturity In this episode of QInsight, Steve Clarke and Alastair Jupp are joined by Kelvin Papp, CEO of Enable Great, to unpack what artificial maturity really looks like for modern organisations. Rather than starting with tools, the conversation focuses on outcomes, readiness, and leadership decision-making. Kelvin challenges the instinct to “do AI” for fear of falling behind, and explains why clarity of purpose matters more than pace of adoption. They explore governance, data hygiene, permissions, and technical debt, particularly in the context of Microsoft Copilot and agentic AI. The discussion also looks at why AI often exposes organisational problems rather than causing them, and how businesses can move forward safely without slowing to a standstill. This episode offers a measured, practical view on AI adoption, centred on maturity, responsibility, and building systems that allow technology to genuinely help rather than hinder progress.