The Future of Responsible Decarbonisation

LinkedIn Post 15: The Future of Responsible Decarbonisation

We've been researching AI governance in building decarbonisation for months. We've looked at what's working, what's breaking, and why.

Here's what we've learned: the most sophisticated AI systems are capable of delivering climate impact at scale. But they're also capable of creating the *appearance* of impact while deferring the actual work.

LED retrofits look like progress. Portfolio averaging looks like compliance. But buildings fall behind. Deep retrofit is deferred indefinitely. Carbon budgets are missed.

This isn't about better algorithms. It's about governance that makes failure impossible to hide.

That's what we're introducing: CBGA, the Carbon Budget Governance Architecture. Five modules. Five constraints. The infrastructure for AI systems that actually serve statutory obligations rather than undermine them.

We're publishing the full technical research alongside practical guides for sustainability teams and facilities managers. Implementation pathways. Case studies. Red teaming frameworks.

This is the beginning of a different approach to AI in decarbonisation. Not faster. Not cheaper. Governed.

I'm interested in hearing from anyone leading decarbonisation programmes. What governance gaps are you seeing? What's working? What's breaking?

Let's build this right.

#AIGovernance #Decarbonisation #Sustainability #CarbonBudgets #ResponsibleAI