witn is an outcome-based billing infrastructure designed for AI agent builders. It enables companies to define what a successful outcome looks like—such as a resolved support ticket or a merged pull request—send events from their existing systems, and automatically verify and bill only confirmed results. This approach replaces traditional usage-based or subscription models with billing that aligns with the actual value delivered by AI agents.

What Makes witn Stand Out

Outcome-native billing: Charges are based on verified results rather than activity metrics like tokens, API calls, or time spent, ensuring customers pay only for outcomes they trust.
Real-time outcome resolution: Signals are evaluated as they arrive, with a configurable settlement window (default 72 hours) that prevents billing until outcomes are confirmed and reverses if conditions change.
Per-customer contracts: Customize products, prices, and outcome definitions for each customer without branching billing logic or code forks.
Simulation capabilities: Preview how changes to billing conditions would affect outcomes and revenue by replaying historical events before deploying.
Seamless integration: Works with existing event tracking stacks (Segment, Rudderstack, PostHog) and payment processors (Stripe), requiring no new systems or major rebuilds.

Who Should Use witn

AI agent startups and scale-ups looking to monetize their agents with a pricing model that reflects the actual value created, moving away from per-seat or per-call billing.
Product and engineering teams building autonomous agents (coding, customer support, SRE, voice) who need a flexible billing system that can handle complex, time-dependent success criteria.
Finance and revenue operations teams seeking auditable billing with clear event trails for revenue recognition (ASC 606) and dispute resolution without manual reconciliation.

Frequently Asked Questions

What is witn?

witn is outcome-based billing infrastructure for AI agent builders. You define what a successful outcome looks like, send events from your system, and witn confirms or rejects the outcome automatically so you bill only verified results.

How does witn verify that an outcome happened?

You send events from your product. Each outcome has a billable condition—a boolean rule evaluated against the event log after every event. When the condition is satisfied, the outcome becomes pending. After a settlement window expires with the condition still holding, the outcome confirms and becomes billable.

How is witn different from usage-based billing platforms like Metronome or Orb?

Usage platforms meter activity such as tokens, minutes, and API calls. witn bills verified outcomes. Activity signals feed the billable condition instead of landing directly on the invoice, allowing for reversals and time-based verification.

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