Documentation

Everything you need to govern your AI estate

Guides, API reference, framework methodology, and compliance resources — all in one place.

Start Here

Quick Start Guide

Connect your first AI agent in under 10 minutes. Python SDK, webhook connector, or manual registration — all three paths covered.

Read guide
Methodology

Grading Framework

The three-tier GGS methodology in full detail — Verified Controls, Empirical Benchmarks, Structured Assessment, and how scores map to EU AI Act articles.

Read framework
API Reference

Badges API

Embed live GGS grade badges in your internal dashboards, compliance portals, or public-facing systems. SVG and JSON endpoints.

View reference
Trust & Security

Security Overview

Architecture, encryption, data isolation, access controls, and the cryptographic integrity model underlying every GGS assessment.

Read overview
Compliance

EU AI Act Tracker

Live countdown to every enforcement deadline. Plain-English article summaries with financial penalty amounts and what high-risk AI teams must do now.

View tracker
SDK & Integration

Python SDK

Instrument any AI agent in under 15 minutes. Provider-agnostic — works with Claude, GPT-4, Azure, and Gemini. Four methods cover the full governance lifecycle.

register() check_in() log_call() run_assessment()
Python 3.9+ Provider agnostic EU AI Act output
Read guide