Growth

Reduce churn by 20%.

Churn analysis, account risk scoring, renewal preparation and customer insight combined into one retention objective.

Outcome: 20% reduction in logo churn over two quarters
CSAMPL

3 named human owners, 4 specialist agents, one objective.

Business objective
Reduce churn by 20%
Confidence
71%
On track
  • CS
    CS Lead
    Owns the retention number
  • AM
    Account Managers
    Own the customer relationships
  • PL
    Product Lead
    Prioritises fixes that retain
  • Churn Analysis Agent
    Explains why accounts leave
  • Account Risk Agent
    Scores and flags at-risk accounts
  • Renewal Agent
    Prepares renewals ahead of date
  • Customer Insight Agent
    Turns feedback into product signal
  • Timeline2 quarters
  • Humans3 roles
  • Agents4 active
  • Confidence71%

Live activity

Live
  • Churn drivers ranked across 12 monthsChurn Analysis Agent · 12m ago
  • 14 accounts flagged at elevated riskAccount Risk Agent · 31m ago
  • Q3 renewals prepared 60 days aheadRenewal Agent · 2h agoLive
  • Top three feature requests summarisedCustomer Insight Agent · 5h agoLive

Approvals

View all
  • Retention offer for two enterprise accounts
    Renewal Agent · Multi-year
    Approved
    CSAM
  • Roadmap commitment to a retention blocker
    Customer Insight Agent · Q4 delivery
    Pending
    PL+1

Dependencies

  • Risk scores refreshed before every renewal conversation
  • Product commitment before a retention promise is made
  • Usage data access so risk scoring stays accurate

Business impact

  • At-risk accounts reached weeks before the renewal date
  • Retention decisions grounded in usage and feedback evidence
  • Product hears the churn reasons directly, ranked

Next autonomous action

Assemble the retention case for the two largest at-risk accounts and brief their account managers.

Timeline: 2 quarters — measured on renewal cohorts. Agents act inside the tools you authorise; sensitive steps wait for a named approver.

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