A busy dashboard can leave a team with very little to discuss. The best place to start is the decision you need to make: where customers are progressing, where value is at risk, and where the team needs support.
Begin with retention and revenue
Logo retention shows how many customers remain over a defined period. Gross revenue retention excludes expansion and shows how much recurring revenue is retained after churn and contraction. Net revenue retention includes expansion. Keep the customer cohort, period, and treatment of changes consistent when comparing results.
Add the signals behind the outcome
Adoption of important workflows, time to first value, progress against agreed goals, customer feedback, and unresolved support issues can help explain outcomes. Interpret those signals against the customer’s use case. Activity is useful context, but it does not prove that the customer received value.
Review the portfolio by team and owner
Team Performance belongs within Analytics & Reporting. Review managed revenue, renewals, churn, expansion, and at-risk accounts by team or owner. Account mix and lifecycle stage influence the result; use the contributing accounts to guide coaching, prioritization, and support rather than ranking people by a single number.
Give the review a next step
For each metric, record its definition, source, period, and owner. When it changes, open the underlying accounts, form a clear question, and assign the follow-up. Keep the recurring review focused on decisions rather than adding charts that nobody uses.
Choose the decision before the dashboard
A metric deserves attention when it helps someone make a decision. If onboarding completion is slipping, the team may need to investigate dependencies or change the handoff. If renewal readiness is weak, account owners may need to validate customer outcomes and confirm the buying process. A dashboard that displays both without identifying the relevant owner is informative, but it does not yet support a review.
For each measure, record a question it should help answer. “How many accounts are active?” is different from “Which customers are failing to complete the workflow they bought us for?” The first can describe activity; the second guides investigation. Keep both only if the team uses both. More charts do not compensate for an unclear question.
Keep the denominator visible
An onboarding completion rate needs an eligible group and a definition of completion. Are you measuring every account that started this month, accounts whose target date has passed, or a fixed starting cohort? Those groups can produce different answers. Record the group beside the number, together with the review period and the event that counts as completion.
The same discipline applies to adoption. Ten active users means little without knowing how many people were expected to use the workflow and how often the workflow should run. A monthly reporting product should not be judged by the same daily activity pattern as an operational tool. Use the customer’s intended use and lifecycle stage to interpret the activity.
Combine outcome measures with investigation signals
Retention and revenue measures describe outcomes over a defined period. Usage changes, unresolved issues, stakeholder changes, and milestone delays can provide context for a conversation. Do not silently treat those signals as proof of an eventual outcome. A late milestone deserves investigation; it does not establish that the customer will cancel.
In a team review, separate three statements: what changed, what you think it means, and what you will validate. For example, a customer’s core workflow activity has fallen. The owner suspects a data issue. The next step is to confirm the issue with the workflow owner and agree a resolution plan. That is more useful than debating the colour of a status badge.
Use a small recurring review to improve the measures
Choose a manageable set of accounts and ask whether the measures helped the team make a better decision. Look at false alarms as well as missed concerns. Check for stale inputs, duplicated customer records, and owners interpreting the same field differently. A reliable review process often matters more than adding another composite score.
Keep a short change log when definitions change. If you alter the onboarding completion event or the revenue cohort, say when the change took effect. Otherwise an apparent improvement may simply reflect the new definition. The goal is a set of numbers the team can explain and use, not a report that is difficult to challenge.
Define retention before comparing the numbers
For a consistent starting customer cohort, gross revenue retention excludes expansion. Net revenue retention includes expansion from that same cohort. Keep the period and revenue definition consistent.
GRR = (Starting recurring revenue − churn − contraction) ÷ starting recurring revenue × 100
NRR = (Starting recurring revenue − churn − contraction + expansion) ÷ starting recurring revenue × 100
For example, a cohort starting at $100,000 with $5,000 in churn, $3,000 in contraction, and $12,000 in expansion has 92% GRR and 104% NRR for that period. New-customer revenue is excluded from this cohort calculation.
Put it into practice
- Keep cohort, period, and metric definitions consistent.
- Pair outcome metrics with signals that help explain them.
- Review team and owner results in their portfolio context.
- Assign the next account review or follow-up.
References & further reading
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Analytics & Reporting: Team Performance in atEaseAI
Explore portfolio and team reporting to focus your next review.