Why this topic is becoming a priority
Companies want to reduce manual work without handing sensitive decisions to opaque automation.
Concrete use cases
- follow-up automation
- lead qualification
- reporting
- internal AI agents
- responsible data collection
- CRM or existing tool integration
Identify the right first project
A good first project is frequent, measurable, well-scoped and connected to a clear business objective.
Risks to anticipate
Data should stay controlled, sensitive messages validated and access limited.
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