AI operator
Use AI as a summary layer, not as a replacement for the underlying reports.
AI insights are most useful when they reduce reading time, surface anomalies, and suggest next checks without hiding the underlying data.
Executive summaries
Prioritized actions
Traffic context
Operator support
Docs
How AI-assisted insights in Deplio help small teams interpret traffic, campaigns, and report movement more quickly.
Best use
Short summaries
The biggest gain is faster orientation, not automated decision-making.
Good workflow
Summary then drilldown
Use the summary first, then open the report behind the signal.
Operator role
Decision support
AI should help prioritize what to inspect, not replace the team’s judgment.
1
Use AI to shorten the first read
The best summaries make it easier to know where to look next.
Use AI on overview when traffic direction is unclear.
Use AI on campaign or conversion reports when multiple signals are moving.
Prefer compact insight panels over extra dashboard chrome.
2
Keep the underlying reports visible
AI is strongest when the underlying report remains one click away.
Validate a summary against sessions, events, or compare before acting.
Treat top actions as prompts for review rather than automatic conclusions.
Use saved reports and boards to preserve the human review layer.
3
Use AI where teams lose time
The most useful AI moments happen when a team is deciding what to inspect first.
Traffic anomalies after launches.
Campaign shifts in UTM or attribution.
Conversion drops in goals or funnels.
FAQ
How AI-assisted insights in Deplio help small teams interpret traffic, campaigns, and report movement more quickly.