- Someone has to remember to check the tool.
- They have to build the right query — the right filters, date range, segment, and metric combination.
- They wait for data to load, export it if needed, and clean it.
- They interpret what it means in the context of what else they know.
- They communicate it to the people who can act on it.
- Those people decide whether to act.
- If they do, they act — usually 6 to 8 weeks after the original signal.
- When did you last catch a churn risk before the customer told you?
- How many analyst hours per week go into building queries and interpreting reports?
- How often do competitive signals from customer conversations reach your sales team within 48 hours?
- What percentage of at-risk accounts get flagged before renewal — not after?
- If your dashboard product shut down tomorrow, would your customers churn faster?