Stigg

Real-time AI usage, entitlement, and billing infrastructure.

Freemium

Description

Stigg provides enterprise-grade infrastructure for managing entitlements, credits, real-time access checks, metering, and billing for AI-driven and SaaS businesses. By centralizing rules for what users and agents can do, it enables instant decisioning on usage, feature availability, and credit management, making every AI request auditable and controllable at scale.

With easy integration into your existing billing and data systems, Stigg gives full control over AI product usage, cost enforcement, and compliance while supporting flexible deployment models—including BYOC for data sovereignty. The platform is built for engineering teams that require speed, precision, and seamless governance in AI product monetization and usage control.

Key Features

Real-time Enforcement: Millisecond-scale entitlement checks and access decisions
Credits Engine: Financial-grade wallets, ledgers, expiry rules, and priority consumption
Entitlement Management: Externalizes entitlement logic and allows rapid feature deployment
Real-time Metering: High-throughput event capture and aggregation, BYOC/BYODB support
Governance Controls: User, agent, and team-level spend and budget limits
Auditability: Immutable, export-ready, ASC 606-compliant audit logs
Integrations: Supports Stripe, Hubspot, Zuora, Chargebee, Salesforce, and many more
Deployment Flexibility: Cloud, BYOC, BYODB, and air-gapped options
Invoicing Module: Built-in or via direct integration with third-party invoicing tools
SDK & API Access: Integration via REST API and native SDKs

Use Cases

Implementing usage-based or credit-based AI product billing
Enforcing real-time entitlements for SaaS and AI features
Managing and tracking AI credits and budgets at scale
Aggregating and metering high-volume usage events
Automating subscription, contract, and invoicing management
Governance and compliance for enterprise AI deployments
Instantly launching or modifying feature access tiers in production

Frequently Asked Questions

What exactly counts as a managed entity?

A managed entity is any object in your system for which Stigg makes a real-time enforcement decision, such as a customer account with entitlements, a user with a subscription, an AI agent with a credit budget, or a team with a spending limit.

Do sandbox and test objects count toward my bill?

No, sandbox, test, and inactive objects do not count toward your bill. Only actively governed entities in production are billed.

How does graduated pricing work on the Pro plan?

The Pro plan includes 10,000 entities and 25M usage events in the base fee. Beyond these, additional usage is billed at per-tier graduated rates, so the unit cost decreases as you scale.

What is BYOC and when should I use it?

BYOC (Bring Your Own Cloud) allows you to run Stigg within your own VPC, optionally with your own database and event queue, offering unlimited event throughput and data sovereignty ideal for large-scale and enterprise AI applications.

Is invoicing available on the free tier?

Yes, invoicing via Stigg, Stripe, and Airwallex is available on every plan, including the free Build tier.