When AI creates more work for the people using it
Learn how to spot AI workflows that increase review time, weaken trust, and push teams back toward manual work.
Insights
Useful ideas for messy customer systems.
Straightforward thinking about customer experience, CRM data, workflows, responsible AI, and the operating choices that shape the result.