# Stigg

> The Usage Runtime for AI Products

- **Canonical URI:** https://www.vioscale.ai/software/stigg
- **Category:** Billing & Invoicing Software
- **Homepage:** https://www.stigg.io/
- **Also known as:** stigg
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-03T13:27:55.498Z

## Vioscale score

**60.2 / 100**, confidence 45% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 8 | 0 | - |
| reliability | 50 | 16 | 800 | ✓ |
| capabilities | 74.7 | 20 | 1494.4 | ✓ |
| integrations | 40.7 | 14 | 569.7 | ✓ |
| security_posture | 65 | 30 | 1950 | ✓ |
| pricing_transparency | 0 | 12 | 0 | - |

## About

A runtime platform providing credits, entitlements, metering, and governance for AI products. Delivers real-time enforcement and financial-grade credit infrastructure for usage-based and hybrid billing models.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS, Self-hosted

## Integrations (14)

_Independently observed._

- Stripe
- Salesforce
- Hubspot
- Snowflake
- BigQuery
- AWS
- GCP
- Azure
- Slack
- Auth0
- Zuora
- Chargebee
- Metronome
- Orb

## Capabilities

_The capabilities that matter for Billing & Invoicing Software. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Core** | |
| Subscription billing | ✓ |
| Usage metering | Real-time |
| Pricing models | Credits, entitlements, metering, hybrid models |
| Invoicing & AR | - |
| Catalog management | - |
| **Commerce** | |
| Merchant of record | - |
| **Finance** | |
| Revenue recognition | Native ASC 606 |
| Tax handling | - |
| **Collections** | |
| Dunning | - |
| **Integrations** | |
| GL / ERP sync | ✓ |
| **Ecosystem** | |
| API-first / developer-first | ✓ |
| **Deployment** | |
| Self-hostable | ✓ |
| **Insight** | |
| Revenue analytics | ✓ |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 25 | [link](https://www.stigg.io/) | 2026-08-03 | 60% (medium) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://www.stigg.io/) | 2026-08-03 | 60% (medium) |

### reliability

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| reliability.status_page | yes | [link](https://status.stigg.io) | 2026-08-03 | 60% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.iso27001 | yes | [link](https://security.stigg.io) | 2026-08-03 | 75% (high) |
| security.soc2 | yes | [link](https://security.stigg.io) | 2026-08-03 | 75% (high) |

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*Source: Vioscale (https://www.vioscale.ai/software/stigg). Independent, evidence-based software intelligence. Cite the canonical URI.*