Case study 1
From fragmented customer data to executive visibility
CS Operations
Reporting time saved / CSM / week
~4 hrs
Risk surfaced earlier
~3 weeks
Portfolio reviews
Standardized
The problem
Account information lived across spreadsheets, support tickets, and individual CSM notebooks. Leadership could not answer basic questions about portfolio risk in a meeting.
Approach
- Defined a single account schema and migrated legacy data into a structured CRM.
- Designed a portfolio health score combining adoption, engagement, escalations, and renewal proximity.
- Built an executive view with risk queue, renewal pipeline, and weekly trend lines.
- Codified the rituals: weekly risk review, monthly portfolio review, quarterly board cut.
Outcome
- Leadership stopped asking ad-hoc questions and started running review meetings off one dashboard.
- CSMs spent meaningfully less time on status reporting and more time on customer work.
- Risk was identified earlier and routed to playbooks instead of one-off heroics.
