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Highlight friction before it shows up in churn
Flag patterns in tone, pacing, and behavior
Replace KPIs with vetted metric frameworks
Highlight patterns that defy your assumptions
Surfaces rare and high-signal behaviors
Help teams investigate the 1% of users
Connect model changes to behavior change
Segment not just by demographics, but by behavior archetypes
Turn instincts into measurable insights
Live dashboards tied to real interactions
Generate answers from messy usage data
Notice the weird, interesting, useful outliers
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