---
source_url: "https://www.stigg.io/?utm_source=openai"
title: Stigg - The Usage Runtime for AI Products
mirrored_at: 2026-08-28T01:01:42.621Z
host: www.stigg.io
cited_in_42a: true
mirror_canonical: "https://index.42a.ai/www.stigg.io/index__q__utm_source_openai"
---

> **Original source:** https://www.stigg.io/?utm_source=openai

p99 < 10ms

1M+ events/sec

1M+ entities

Root is a top-level entity such as an org, customer, user, agent etc

BYOC NEW

![Miro Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162bd338869b1a0fe5a90_Miro.svg)

![Webflow Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b9d645290cafb92342_Webflow.svg)

![PagerDuty Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b98c0a3cf2c06f6ae2_PagerDuty.svg)

![Upwork Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b923f4d252b0392ed7_Upwork.svg)

![Productboard Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b93a6358bb05efc3a4_Productboard.svg)

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a40e84ac14ef3956c405e6e_8x8.svg)

![Qlik Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b97908018968b30d39_692aa5fddc2d2fb995cd382cac7de1f2_Qlik.svg)

![Hackerone Logo](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3162b9850e9bb991e3c47a_Hackerone.svg)

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a40e84a06d920ee09ef97d1_logos.svg)

## ENFORCEMENT

Real-time enforcement. Millions of AI requests decided in under 10ms. Credits, limits and entitlements checked, before a single token runs over budget.

RUNTIME ENFORCEMENT, LOCALLY EXECUTED

P99 < 10MS

ZERO OVERDRAFT

## CREDITS

Financial-grade credit infrastructure. Wallets, ledgers, burn-downs, expiry rules, and priority consumption. Every edge case solved, without building it yourself.

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3804a7077774be03932d11_terminal-credits-bg.avif)

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a381e81f4de5440d043a668_Credits%20-%20under%20the%20hood%20bg.svg)![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a42c7e0f124d5c6c57e7d5e_credit-hidden-img.svg)

Double-entry integrity. Every grant and deduction accounted for. No silent data loss, no reconciliation gaps.

Balances updated in under 10ms from transaction landing. No reconciliation lag.

Append-only immutable ledger. ASC 606-compliant and export-ready for any ERP.

Built for AI-era throughput. Millions of credit events per second, across any number of customers and agents.

Every customer sees exactly where their credits went, which action triggered the deduction, and what remains.

![YULIA WALSH](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a40f0666fa1a867574b0e77_Yulia%20Walsh.jpg)

YULIA WALSH

HEAD OF GROWTH AT MIRO

![Miro](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a33f7d286e68929641b3fdf_Miro.svg)

> "Three months ago, we didn’t even have AI credits. Now we have a fully functioning hybrid model with enforcement, resets, and visibility across the stack."

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a40f0666fa1a867574b0e77_Yulia%20Walsh.jpg)

YULIA WALSH

HEAD OF GROWTH AT MIRO

[

See how Miro launched AI credits in <6 weeks

](https://www.stigg.io/customers/miro)

## METERING

Real-time metering at 1M+ events per second. Every token, inference call, and agent action, captured and aggregated in-request. Deploy in your VPC. Full data ownership. Your infrastructure, your costs.

![FISCHER JEMISON](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a40f0c390c3a10955d195fd_Fischer%20Jemison.jpg)

FISCHER JEMISON

BACKEND SOFTWARE ENGINEER

![PagerDuty](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a33f9b3945453b100e682f5_PagerDuty.avif)

## GOVERNANCE

Self-serve spend controls, enterprise-ready. Per user, per team, per agent budget caps, enforced at call time, configured by your customers, not your support team.

## Stigg works with your existing billing stack

Augment, don't replace. Stigg layers on top of your current billing provider with a bi-directional sync. No migration required.

Keep your existing billing provider. Stripe, ZUORA, whatever you run.

Own your subscription and usage data, independent of your billing vendor.

Migrate your billing provider anytime, without touching your entitlement layer.

[Read the Integration Docs](https://docs.stigg.io/documentation/native-integrations/overview)

![Utkarsh Sengar](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a34052035d430c97e5851f8_Utkarsh%20Sengar.avif)

Utkarsh Sengar

CTO, Webflow

![Webflow](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a340569598769fb6537198d_Webflow.avif)

## Deploy your way.

Stigg-hosted. Zero infra to manage. Connect via REST API or native SDKs. Best for teams moving fast who don't want to own the stack.

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a3410352084a1e1ff357f8b_Cloud%20API.avif)

Deploy Stigg into your own cloud environment. Your VPC, your security perimeter, your compliance posture. Full control, fully managed by Stigg.

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a34103409d22a85d852c24f_BYOC.avif)

Bring your own database and event queue. Stigg writes to your schema, events flow through your SQS. You own the data layer entirely.

![](https://cdn.prod.website-files.com/6a2ff0758d0f9f6abcd082f0/6a34103509d22a85d852c3d9_BYODB.avif)