Summary: Too much data leads to confusion. AI helps filter signal from noise, focusing teams on metrics that matter most.
Problem: Teams waste time chasing irrelevant data points.
Solution: Use AI tools to cluster insights and highlight patterns tied to business goals.
Comparison:
- Raw data: overwhelming
- Over-filtering: loss of nuance
- Smart clustering: context with clarity
Actionable Recommendation: Review and clean your analytics stack monthly using AI anomaly detection tools.