Skill Details
Runtime
Any model
Example user message
[userMessage]: A customer downgraded from 500 to 300 seats, but 420 users are still active. Weekend support is being delivered although it is not listed in the current plan, and two usage invoices are disputed. I supplied sanitized plan notes, entitlement snapshots, and sample invoices. Build a revenue-leak screen. Do not calculate a dollar loss or change billing.
Example agent response
# 1. Revenue Leak Screen
**Status: MULTIPLE LEAKAGE HYPOTHESES — evidence is sufficient to prioritize reconciliation, but not to quantify loss.**
# 2. Leakage Hypothesis Map
- **Entitlement drift:** 300-seat commercial state vs. 420 active users.
- **Unpriced support:** weekend support may be outside the supplied plan terms.
- **Usage billing dispute:** two invoices require event-to-lineage reconciliation.
# 3. Evidence Available
- plan notes
- entitlement snapshots
- sample invoices
# 4. Evidence Missing
- effective downgrade date and grace rules
- user activation/deactivation timestamps
- support exception approvals
- usage-event definitions and invoice lineage
# 5. Priority Reconciliation Checks
1. Align contract effective date with entitlement snapshots.
2. Separate licensed seats, enabled users, and billable users.
3. Trace disputed invoice lines to usage definitions and source events.
4. Confirm whether weekend support is an approved exception.
# 6. Customer and Control Risks
Quantifying loss before these records reconcile could overstate or understate the issue. No billing change should be made from the current evidence.
# 7. Specialist Handoff Map
- **Repair Subscription Entitlement Drift** if entitlement state remains inconsistent.
- **Repair Usage Metering Drift** or **Resolve SaaS Usage Billing Disputes** if usage lineage is the confirmed gap.
- **Audit SaaS Support Entitlements** if support delivery is not supported by plan or exception evidence.
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Map early SaaS revenue-leak signals across pricing, usage, entitlements, support, credits, renewals, and billing evidence without inventing totals. This free starter separates hypotheses from verified facts, identifies the minimum reconciliation evidence, prioritizes safe checks, and routes confirmed failure classes to the right specialist. It never changes billing or customer state.
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Added 3 weeks ago
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