It’s become one of those words that makes people cringe. Like ‘strategy’ and ‘consulting’ did 10 years ago.
Governance has a bad reputation for creating process for process’s sake, more approvals, more meetings, more ways to stop a good idea before it gets going. And this can be true when governance is added at the end of a project by people who were not involved when decisions were made.
AI is forcing the governance conversation because it’s exposing weak foundations. Fast.
It can draw on data, connect systems, and create outputs at speed. It can amplify a great operating model, but it can also amplify every unclear ownership arrangement, poor-quality dataset, and undocumented workaround that an organisation has been quietly using for years.
The organisations that survive this period of rapid change will be the ones that understand their digital foundations and move forward deliberately.
Because it’s not just an AI governance conversation. We need governance for the whole digital environment that AI lives in.
An organisation can easily use AI to write a policy, but it’s not the answer to digital governance. If it can’t answer who owns its core platforms, where its customer data lives, who has administrator access, what happens when a key person leaves, or whether its website still represents what it actually does, the policy isn’t going to save it.
Good digital governance doesn’t stop people moving. It clarifies who can decide, what needs checking, what must be documented, where the risk sits and when an issue needs escalating. If we can ask and answer the basic questions early so people can move with confidence, it should make progress easier, and innovation repeatable, safe and worth scaling.
Maybe governance needs a rebrand? Better PR? Or do we just need to reframe how we think about it?
When I think about what good governance actually produces, I struggle to find the downside.
- You know what you own and how to access it
- You know what you are allowed to do
- You know where to find the right information, when to ask for help and from whom
- You get leadership visibility before a problem becomes a crisis
- Your organisation is not dependent on one person’s memory, one agency’s login or one undocumented workaround
It doesn’t have to be hard or cumbersome, but it does have to be resourced. When the governance foundations are clear and understood, teams are free to get on with the work, with the guardrails in place to protect them and the organisation they work for.
Can we learn to love governance? Maybe, if we start with the basics and build practices that make sense for the organisation, help people do good work and protect them if things go wrong.
