The full slide deck from the session, including the Automation Maturity Model, the Audit · Centralise · Enrich · Govern framework, case studies, and all key stats.
KEY TAKEAWAYS
Three Things to Act On
1
The data problem is solvable It is not glamorous, but it determines whether every other investment you have made actually delivers. The good news: you can start with a single contacts report this week.
2
Most organisations are closer to the start than they think Run the five diagnostic questions honestly. The gap between perceived maturity and real maturity is usually significant and knowing where you are is the first step.
3
The sequence matters, you cannot skip steps Clean data → connected systems → reliable automation → AI as the natural next chapter. In that order. AI does not fix a data problem. It amplifies one.
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