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- AI Revenue Leakage Recovery Engine™
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AI Revenue Leakage Recovery Engine™
Find, quantify, and prioritize hidden revenue leaks across billing, subscriptions, payments, discounts, and usage data.
$9.99
AI Revenue Leakage Recovery Engine™
Example session with this skill installed
Analyze these revenue records for potential leakage.
Files provided
- customer_subscriptions.csv
- invoices.csv
- payments.csv
- discounts.csv
- usage.csv
- contracts.csv
Identify
- Underbilled customers
- Expired discounts still being applied
- Unbilled usage
- Invoice/payment mismatches
- Refund anomalies
- Contract-to-invoice pricing mismatches
For every finding, show the affected record, estimated financial impact, evidence, confidence level, root cause, and recovery priority.
Also calculate the total potential revenue at risk.
- Read your context and instructions
- Compiled the ai revenue leakage
- Generated the document
REVENUE LEAKAGE RECOVERY REPORT
TOTAL POTENTIAL REVENUE AT RISK
$43,350
HIGH-PRIORITY FINDINGS
-
Contract-to-Invoice Underbilling
Affected Records: 17
Estimated Impact: $18,420
Confidence: HIGH
Evidence: Contract pricing differs from invoiced pricing
Priority: CRITICAL -
Expired Discounts Still Active
Affected Records: 31
Estimated Impact: $7,830
Confidence: HIGH
Evidence: Discount end dates have passed
Priority: HIGH -
Unbilled Usage
Affected Records: 24
Estimated Impact: $11,650
Confidence: MEDIUM
Evidence: Recorded usage exceeds billed usage
Priority: CRITICAL -
Payment Collection Gaps
Affected Records: 12
Estimated Impact: $4,210
Confidence: HIGH
Priority: HIGH
RECOVERY PRIORITY
CRITICAL — $30,070
HIGH — $13,280
NEXT INVESTIGATION
- Verify the 17 underbilled contracts.
- Correct expired discount rules.
- Reconcile the 24 unbilled usage records.
NOTE
Potential revenue at risk is not the same as guaranteed recoverable revenue.
ai-revenue-leakage-recovery-engine.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
AI Revenue Leakage Recovery Engine™ reconciles revenue and billing records to identify hidden leakage such as underbilling, expired discounts, unbilled usage, payment gaps, refund anomalies, and contract-to-invoice mismatches. It produces an evidence-backed Revenue-at-Risk Ledger showing the affected records, estimated financial impact, confidence, root cause, and recovery priority—so teams can investigate the highest-value leaks first.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
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