Use cases

Where revenue leakage becomes visible.

Qavoryn helps teams analyse expected vs actual revenue in the places where contracts, usage, invoices, payments, allocations, pricing, and recovery workflows often drift apart.

Subscription and recurring revenue teams

SaaS subscription leakage

Problem: Plans, renewals, amendments, and invoice schedules drift over time.
Example leakage type: A renewed contract should bill at $10,000 per month but invoices continue at $7,500.
How Qavoryn helps: Compares active contract obligations to invoice totals and flags recurring underbilling.
Expected output: Confirmed monthly leakage, affected contract list, evidence snapshot, and recovery cases.

Metered, consumption, and API businesses

Usage-based billing leakage

Problem: Usage is captured operationally but not always rated, invoiced, or matched to the right period.
Example leakage type: A usage period calculates $4,000 of expected charge with no corresponding invoice line.
How Qavoryn helps: Links usage periods to billed amounts and separates not-billed usage from underbilled usage.
Expected output: Usage evidence appendix, expected versus billed amounts, and confidence-rated findings.

Finance managers and revenue operations

Contract underbilling

Problem: Manual contract interpretation and billing setup can create price or quantity errors.
Example leakage type: An invoice line bills 10 units at $80 while the contracted price is $100.
How Qavoryn helps: Checks invoice lines against contracted line prices and quantities.
Expected output: Line-level mismatch table with expected, actual, and leakage amounts.

Collections and finance operations teams

Unpaid invoice recovery

Problem: Outstanding value can be spread across multiple payments and allocations.
Example leakage type: A $12,000 invoice is overdue with $8,000 allocated, leaving $4,000 outstanding.
How Qavoryn helps: Uses payment allocations to calculate outstanding balances and avoid double counting.
Expected output: Open recovery pipeline, ageing view, owner status, and next action list.

Pricing, RevOps, and commercial finance

Pricing and discount mismatch

Problem: Discounts, price books, and renewal uplifts can remain in billing after terms change.
Example leakage type: A discount continues after expiry or renewal uplift is not reflected in the invoice.
How Qavoryn helps: Provides a structured path for future pricing checks and manual review signals.
Expected output: Pricing review queue, affected contracts, and future rule candidates.

Auditors, consultants, and advisory teams

Finance review support

Problem: Revenue diagnostics need clean evidence, not just a spreadsheet of suspected gaps.
Example leakage type: A client needs a defensible report pack with data quality notes and evidence references.
How Qavoryn helps: Packages findings, gross-to-net logic, data quality issues, and governance notes.
Expected output: Executive summary, rule breakdown, evidence appendix, recovery priorities, and governance notes.

Firms with project, retainer, or milestone billing

Professional services billing

Problem: Fees and billable costs can be missed when billing relies on manual tracking.
Example leakage type: A retainer period is active, but no invoice was issued for a billable month.
How Qavoryn helps: Flags active contracts with missing billing evidence and prioritises review.
Expected output: Missed billing queue, owner assignment, and recovery tracking.

Founders and lean finance teams

Early-stage messy billing data

Problem: Billing evidence often lives across spreadsheets, accounting exports, and operational tools.
Example leakage type: Invoices, usage, and payments use inconsistent IDs or currencies.
How Qavoryn helps: Starts with data quality, then runs focused rules only where evidence is sufficient.
Expected output: Data quality score, blocked rows, repair list, and diagnostic report.

Start with a focused revenue leakage diagnostic.

Review your contract-to-cash data, identify evidence-backed findings, and prioritise confirmed leakage, recovered value, dismissed items, and remaining pipeline.

Book a diagnostic View sample report