AI Reports

In regulated organisations, AI is no longer confined to pilots and innovation labs.

It’s embedded in the systems businesses depend on; influencing decisions, workflows and customer outcomes.

But among the 86% of organisations that have deployed AI into business-critical systems, 79% have already experienced incidents or near misses in the last year alone.

So in a market where leaders can’t afford to pause progress, but can’t afford to get it wrong either, where do they go from here?

GoodCore’s latest report, AI under live load: How CTOs are deploying AI in regulated environments, explores what adoption actually looks like on the ground, why incidents are becoming the norm, and what separates the organisations making progress from those exposed to risk.

What’s inside the report

  • Where AI is already being deployed in business-critical systems
  • The stark reality of AI incidents
  • Where shadow AI is creating unmanaged risk
  • How board expectations deviate from operational readiness
  • What CTOs say is really constraining progress

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    Report highlights

    86%

    have deployed AI into business-critical systems

    79%

    have experienced incidents or near misses in the last year

    51%

    have uncovered unauthorised AI use

    90%

    have increased AI budgets in the last 12 months

    64%

    say legacy systems enable competitive differentiation

    38%

    say data quality and availability are their biggest blockers

    About GoodCore

    GoodCore works with technology leaders modernising complex, business-critical systems in regulated environments. We see firsthand the pressure CTOs are under to adopt AI, evolve legacy estates, and deliver change safely.

    This report is intended to contribute something useful to that conversation: a clearer picture of what adoption actually looks like in practice, and where the real constraints are showing up.

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