Orb is a usage-based billing infrastructure platform designed for SaaS and AI companies to manage complex, high-velocity revenue models. The solution decouples usage data from pricing logic, allowing organizations to implement and iterate on hybrid, tiered, and consumption-based pricing without custom engineering for every billing change.

Key Capabilities

Usage Metering & Ingestion: Ingests raw usage events in real-time at high scale. The vendor states the platform supports over 250,000 events per second to maintain accuracy for high-velocity applications.
Flexible Price Modeling: Supports multi-dimensional pricing structures, including tiered volume discounts, prepaid credits, and hybrid models that combine fixed fees with usage-based variables.
Revenue Simulations: Provides a simulation engine to test proposed pricing changes against historical usage data, intended to forecast revenue outcomes and identify potential billing anomalies before deployment.
Automated Invoicing & Collections: Automates the end-to-end invoicing lifecycle, including ASC 606 compliant revenue recognition, automated dunning, and synchronized credit consumption tracking.
Developer-First Integration: Offers an API-first architecture with SQL-based metric definitions, enabling teams to define billable units directly from event data without modifying application code.

Audience & Use Cases

Audience: Finance operations teams, product managers, and billing engineers at SaaS and AI organizations.
Use Case: Automating Usage-Based Billing for API platforms, managing complex enterprise contracts with custom usage terms, and scaling revenue operations for high-growth digital services.

Technical Specifications

Architecture: Diff-based billing engine that stores raw usage events rather than pre-aggregated totals, allowing for retroactive billing amendments and backfilling.
Ingestion Scalability: Reported by the vendor as capable of processing 250,000+ events per second.
Integrations: Supports native connections to Salesforce, NetSuite, Stripe, and major cloud data warehouses.
Compliance: Built for ASC 606 and IFRS 15 financial reporting standards.

Orb

What is Orb?

Categories & Use Cases

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