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The AI Reality Check: The Commercial Reckoning — How Organisations Are Measuring AI ROI

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What to expect

A closed-door Leeds discussion for senior leaders who need to prove whether AI is delivering commercial ROI, not simply generating more activity.

Taking place at Platform in Leeds on 14 October 2026, from 8:30am to 10:30am, this focused breakfast session examines how organisations can move from tracking AI output to measuring genuine business impact. It is organised by The Curve and Hopton Analytics.

From AI activity to defensible returns

Many businesses can identify what AI is doing but struggle to quantify what it returns. Time may be saved without appearing in commercial reporting; licences and pilots can continue without clear ownership of the return; and apparent efficiency gains may be absorbed into costs rather than converted into greater capacity or fee growth.

This session is a direct sequel to The Curve’s earlier AI Reality Check discussions in Sheffield and Leeds. It keeps the same reality-first approach while concentrating on one sharper question: is your AI paying for itself, or just staying busy?

The conversation will explore:

  • Where AI is producing a number that can be defended in a board meeting, and where it remains activity without measurable impact
  • The “efficiency tax” created when saved time is not deliberately converted into value
  • How leaders can approach build-versus-buy decisions
  • The commercial risks of turning quickly built internal tools into products
  • Whether pricing for outcomes rather than hours is a credible option
  • The cost of investing now compared with the potential cost of waiting

Who should attend?

The event is designed for directors, C-suite executives and Heads of roles across all industries. It will be particularly relevant to senior leaders and commercial decision-makers responsible for AI investment, operational efficiency, pricing, capacity or technology strategy.

The discussion will be led by Paul Ridgway, CEO of The Curve, and Simon Devine, Managing Director of Hopton Analytics.

An open, confidential format…

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