Y2K cost billions AI gaps could cost more

Before you sign the next AI contract, remember what happened at midnight on 31st December 1999.

Do you remember when the Y2K clock ticked over? Panic drove budgets to enormous levels, and the software industry had a field day. ERP vendors sold fear as effectively as they sold their solutions. Boards signed off spend that was not always properly stress-tested, and a significant chunk of that investment delivered very little beyond a sigh of relief on 1st January 2000.

Perhaps we are in a remarkably similar moment right now, just with higher stakes and a faster burn rate.

AI is not Y2K. I recognise that. The technology is genuinely transformative and the opportunity is exciting. What is familiar, however, is the behaviour I’m seeing around it. AI investment not being controlled, vendors pitching hard, and the pressure to be seen as an AI-enabled business overriding discipline.

All sounds harsh, but I’ve spent the last two decades providing solutions and governing large-scale technology transformation across Europe, Africa and the UAE. The programmes that delivered may not have been generously funded, but they were built on governance control before go-live, led by people who had actually cycled through technology before.

Without being too conservative, many AI programmes are being governed by teams that are enthusiastic but under-seasoned. The data cleaning strategy is incomplete, workforce readiness is unprepared, and executive ownership responsibility remains unclear.

In the UAE, where the pace of AI investment has accelerated sharply and the ambition is backed by national strategy, I believe the risk is amplified. The talent pool for experienced transformation governance is available but not being fully exploited.

“Every major technology wave I’ve worked through had a moment where the market got ahead of the governance controls. Y2K, ERP, and cloud all required experienced people asking the hard questions before budget was committed. AI is no different in that respect, and the cost of getting it wrong this time could be considerably higher.” states Craig Ashmole, Founder of Straightalking Consulting.

The true lesson from Y2K was that panic-driven investment without rigorous governance and a challenging strategy produces waste. Governance leadership needs to be built in from day one, so go out and find the people who can lead change with a track record of having seen technology cycle through the years.

by Craig Ashmole, Founder of Straightalking Consulting.