AI Usage, Under Control.

Stigg — The Usage Runtime for AI Products

Stigg gives AI companies complete control over usage, credits, and entitlements in real time. It enforces limits before a single token runs over budget, meters millions of events per second, and provides financial-grade credit infrastructure without the engineering overhead.

Product Highlights

• Real-Time Enforcement: P99 latency under 10ms with zero overdraft—credits, limits, and entitlements checked before every AI request
• Financial-Grade Credits: Double-entry ledgers, immutable append-only records, ASC 606 compliance, and transparent customer-facing balances
• Massive Scale: 1M+ events per second and 1M+ entities supported, built for AI-era throughput across customers and agents
• Flexible Deployment: Stigg-hosted cloud, BYOC (Bring Your Own Cloud), or BYODB (Bring Your Own Database) options with full data ownership
• Billing Stack Compatible: Bi-directional sync with Stripe, Zuora, and existing providers—no migration required

Use Cases

• AI Credit Systems: Launch wallet-based credit models with burn-downs, expiry rules, and priority consumption without building from scratch
• Usage-Based Pricing: Meter every token, inference call, and agent action in real time for accurate billing and customer visibility
• Enterprise Spend Controls: Enable self-serve budget caps per user, team, or agent with enforcement at call time
• Multi-Tenant Entitlements: Manage complex plans, feature flags, and limits across organizations, customers, and individual agents

Target Audience

Stigg is built for engineering and growth teams at AI-native companies and enterprises adding AI capabilities who need to ship usage controls fast without sacrificing scale, compliance, or data ownership.