The Full AI Operations Stack.
Every ops category scored by disruption level, plus a second axis: what breaks if you get it wrong.
Reversible
Errors are catchable and fixable without lasting damage. Low cost of mistakes, good place to move fast and experiment.
Moderate
Errors create friction, rework, or reputational exposure. Meaningful cost, but recoverable. Needs oversight, not paralysis.
Critical
Errors break compliance, payroll, contracts, or data integrity. Human sign-off is non-negotiable regardless of AI capability.
Implementation Principles
How to Prioritise Your AI Ops Roadmap
Move Fast
High disruption + Reversible risk. Automate now. Learn fast.
Build Carefully
High disruption + Moderate risk. Pilot with oversight before scaling.
Human in Loop
Any disruption + Critical risk. AI assists, humans decide. Always.
Watch & Wait
Low disruption + any risk. Monitor the space, don't overinvest yet.
Tell us what's eating your time.
We'll show you what we'd build to fix it.
30 minutes. We listen, we map your bottleneck, we tell you straight whether we can help and what it'd cost. No deck. No pressure. Either you walk away with a plan or you walk away with clarity.