Reviewing customer health scores and writing account intervention plans before renewal calls

Customer Success Managers often spot dropping health scores too late or miss the specific usage trends driving the decline, leading to unorganized prep work and defensive renewal conversations.

Before
45 min
After
25 min
Saved
20 min
Step diagram: Reviewing customer health scores and writing account intervention plans before renewal calls — 6 steps, 3 handled by AI and 3 by you.

How this used to go

  • Export the current list of accounts up for renewal in the next 60 to 90 days from the CRM.
  • Check product usage data and login frequencies for each account to identify negative trends or drops in engagement.
  • Review recent support tickets and notes from previous check-ins to find recurring complaints or unresolved issues.
  • Synthesize the usage data and support history into a written summary of why the account's health score is dropping.
  • Draft a custom intervention plan and talking points to address the risk factors during the upcoming renewal call.

Manually cross-referencing support tickets, usage metrics, and CRM notes for every single account takes too much time before you can even start planning how to fix the relationship.

The workflow, step by step

  1. You

    1. Assemble the renewal account record

    Gather the accounts renewing in the next 60 to 90 days, then provide the latest health scores, usage and login trends, support tickets, and CRM notes for each account. Remove unrelated or outdated records before analysis.

  2. AI

    2. Detect account-level risk signals

    Compare recent usage, login frequency, health scores, support activity, and CRM notes for each account. Identify changes over time and cite the specific records or periods supporting each risk signal rather than treating correlation as a confirmed cause.

  3. AI

    3. Organize evidence and open questions

    Create a concise account brief with the likely drivers of declining health, unresolved customer concerns, positive engagement signals, and missing information. Clearly label assumptions and flag causes that require confirmation with the customer or internal teams.

  4. You

    4. Choose the intervention strategy

    Decide which risk factors deserve action before the renewal call, what outcome is realistic, and whether the account needs product help, support escalation, executive involvement, or a discovery conversation. Reject unsupported explanations and assign an owner and deadline for each chosen action.

  5. AI

    5. Draft the account intervention plan

    Turn the selected priorities into a plan with objectives, actions, owners, timing, evidence to discuss, customer questions, and renewal-call talking points. Keep unverified causes as questions or hypotheses, not statements of fact.

  6. You

    6. Approve and use the plan

    Check the plan against the source records, correct any unsupported wording, confirm internal owners and dates, and decide the final renewal posture. Save the approved plan to the account record and use the questions and talking points to guide the renewal call.

What you end up with

An approved account intervention plan for each renewal account, including evidence-backed health risks, unresolved questions, assigned actions, deadlines, renewal posture, and customer-call talking points.

Where this falls apart

  • The underlying CRM notes and support tickets contain outdated or inaccurate information, which causes the model to generate false risk signals and incorrect intervention priorities.
  • Customer interactions happen outside of tracked support channels and CRM notes, causing the model to miss critical relationship context and produce incomplete account briefs.

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