Detecting and Investigating Anomalous Usage Patterns Before Invoicing
Catch billing errors before invoicing or risk customer disputes and revenue damage.
Theodora Vanek
Contributing Editor
Theodora Vanek
Theodora Vanek has covered enterprise data and technology policy for more than two decades, beginning her career at a trade publication focused on telecom billing in the late 1990s. She now leads the site's coverage of how organizations collect, validate, and govern the usage data that feeds downstream invoicing systems.
6 stories
Access Controls for Billing Data Across Engineering, Finance, and Customer Success
Split billing data into separate access planes so each team sees only what they need.
Theodora Vanek
Data Retention Policies for Metered Usage Records in Regulated Industries
Regulators demand you keep billing records; privacy law says you must delete them.
Theodora Vanek
Customer-Facing Usage Portals and Dispute Rate Reduction
Real-time consumption visibility eliminates the surprise that drives usage-based billing disputes.
Theodora Vanek
IFRS 15 Compliance for Multi-Element SaaS Arrangements
How to unbundle and price multi-element SaaS deals under IFRS 15.
Theodora Vanek
Handling Usage Data Disputes From Enterprise Customers With Contractual Audit Rights
Usage-based billing disputes turn on metering accuracy, audit trails, and who owns the data.
Theodora Vanek