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AI Agents for Software and SaaS Usage Billing Reconciliation

AI agents for software and SaaS usage billing reconciliation compare product usage events with rated charges, invoices and contract terms, flag missing or incorrect billing and prepare corrections for review. Finance and billing teams find leakage and overbilling before customers do.

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Challenges We Solve

Where Usage Billing Reconciliation Breaks Down

Usage-based SaaS billing depends on product data, rating rules and contract terms that are checked by sampling and spreadsheets.

Data
Usage data and billing data do not match
Product events, the billing platform and invoices are produced by different systems. Differences are found when customers query a bill.
Rating
Rating rules are checked by sampling
Tiers, commitments, overages and discounts are applied by configuration that is rarely tested end to end.
Contracts
Contract terms and billing setup drift apart
Amendments, ramps and credits are updated in the contract but not always in the billing system.
Leakage
Unbilled usage goes unnoticed
Usage that was never rated or invoiced is not seen until a review.
Disputes
Customer disputes need manual investigation
Support and finance trace events, rating and invoices by hand for each dispute.
Close
Usage revenue is estimated at close
Unbilled and unrated usage is accrued by estimate and trued up later.
AI Agent Capabilities

AI Agents Built for Every Usage Billing Reconciliation Workflow

Six connected capabilities designed around your product usage data, billing platform and contract terms for Software and SaaS teams.

Usage Collection Agent
  • Pulls usage events and aggregates from your product data stores
  • Aligns usage to customer, product and period
  • Flags gaps, duplicates and late-arriving events
  • Keeps the source for each aggregate
  • Refreshes on the schedule you set for each customer
Rating Check Agent
  • Recalculates charges from usage using contract terms, tiers and commitments
  • Compares the result with the billing platform rating
  • Flags differences by customer and product
  • Shows the term and calculation behind each difference
  • Routes exceptions to billing operations
Invoice Match Agent
  • Compares rated charges with issued invoices
  • Finds usage that was not billed or was billed twice
  • Flags invoices that do not reflect contract changes
  • Prepares credit or rebill proposals for review
  • Tracks proposals to completion
Contract Sync Agent
  • Compares contract terms with the billing configuration
  • Flags amendments, ramps and credits not reflected in billing
  • Shows effective dates and the document behind each change
  • Routes differences to billing operations
  • Keeps change history by customer
Dispute Support Agent
  • Assembles usage events, rating and invoice lines for a disputed charge
  • Shows the calculation step by step
  • Drafts an explanation for finance to review
  • Tracks disputes and outcomes
  • Reports repeat causes to product and billing
Accrual Estimate Agent
  • Estimates unbilled usage at period end from latest events
  • Compares estimates with later invoiced amounts
  • Prepares accrual entries for approval
  • Shows estimate accuracy over time
  • Keeps support with the entry
Deployment

How We Deploy Your Usage Billing Reconciliation Agent

Five steps from your first call to a validated usage billing reconciliation workflow connected to your billing platform and product data.

01
Usage and Billing Review
We map your usage data sources, billing platform configuration, rating rules, contract terms and how billing is checked today.
✓ Usage source and rating rule inventory
✓ Contract and billing configuration map
✓ Recommended agent architecture for your environment
BUILT FOR SOFTWARE AND SAAS FINANCE AND BILLING OPERATIONS TEAMS

The right billing visibility for every finance role

Each deployment is scoped around how a specific role depends on usage billing data. Billing operations, finance and support each get the outcome they need without sampling and tracing by hand.

BILLING OPS
Billing Operations Lead
Stops sampling invoices for errors. Reviews the exceptions the agent finds.
What Changes
  • Charges recalculated from usage and contract terms
  • Unbilled and double-billed usage flagged
  • Contract changes not reflected in billing
  • Credit and rebill proposals prepared
FINANCE
Finance or Revenue Lead
Stops estimating usage revenue blind. Sees unbilled usage and accrual accuracy.
What Changes
  • Unbilled usage by customer and product
  • Accrual estimates with support
  • Estimate accuracy over time
  • Leakage trends
SUPPORT
Customer Support or Success Lead
Stops tracing disputes by hand. Receives the calculation step by step.
What Changes
  • Usage, rating and invoice lines in one pack
  • Explanation drafts for finance review
  • Disputes tracked to outcome
  • Repeat causes reported
Meet Our CEO Haroon Jafree, CPA
25 years as a CFO and finance leader, designing agents around workflows he personally ran.
About WorkAgentic →
FAQ

Questions About Usage Billing Reconciliation Automation

What billing operations leads, finance leaders and support teams ask before the first call.

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It uses AI agents to compare product usage with rated charges and invoices, check them against contract terms, flag leakage and errors and prepare corrections. Finance and billing teams review and approve.
Get Started

Ready to Find Billing Errors Before Customers Do?

Book a discovery call to walk through your usage data, your rating rules and your billing platform.

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