OpinionAI GovernanceGetting Started
AI isn’t the risk. Lack of control is.
Most AI conversations start with fear. We think they should start with control. Why governance and enablement belong together, and what that looks like day to day.
Isaac Ward
AI Practitioner
- Published
- Last reviewed
Much of what’s written about AI at work is built on fear. Fines. Data leaks. Headlines. It makes for urgent reading, but it rarely helps anyone make a better decision on a Monday morning.
We take a different view. AI isn’t the risk. Lack of control is.
Fear leads to two bad outcomes
When AI is framed as a threat, businesses tend to go one of two ways.
- They lock it down. Tools are blocked, people are told to wait, and AI use goes underground. The risk doesn’t disappear. It just becomes invisible.
- They look away. The topic feels too big, so nothing happens. AI use grows anyway, without rules or oversight.
Neither leaves the business in control. Both leave value on the table.
Governance that works in reality
Good governance isn’t a policy document that sits in a shared drive. It’s practical, usable and auditable. In plain terms, that means:
- You know which AI tools are in use, and by whom.
- People know what’s allowed, and why.
- There’s a simple check before AI output reaches a client.
- You can show what you do, when asked.
That’s it. It doesn’t need to be complicated. It needs to be real.
Governance and enablement belong together
Most approaches do one or the other. Compliance tools focus on avoiding risk. Training providers focus on skills. We think that split is the problem.
Rules without capability make people cautious and slow. Capability without rules makes outcomes inconsistent. Put them together and something useful happens: people use AI more, and better, because they know where the lines are.
That’s why we look at AI at two levels:
- The organisation: policies, controls, evidence and oversight.
- The individual: how people actually use AI, and how confident they are doing it.
What control feels like
Control isn’t about restriction. It’s the feeling of being able to answer a simple question calmly: "How does your business use AI?"
When you can answer that, a lot follows. Clients trust you more. Insurers ask fewer follow-up questions. Leadership stops worrying and starts asking where else AI could help.
Our view, in one line
You don’t need to stop AI. You need to be in control of it. Get that right, and AI becomes something your business uses with confidence rather than something it worries about.
That’s the journey we help firms make: from clarity, to control, to confidence.
Frequently asked questions
What does "governance and enablement" mean?
Governance is the rules, controls and evidence around AI use. Enablement is helping people use AI well. TURMA combines the two so firms stay compliant and get real value from AI.
Isn’t AI governance just compliance?
Compliance is part of it. Good governance also makes AI use more consistent and effective, which helps the business perform, not just avoid problems.
