Skip to main content

Verity - AI Governance Through Enforcement (API + CLI)

Project description

GovAI - AI Governance Through Enforcement

Complete AI model audit system with CI/CD integration, evidence storage, and regulator-ready exports.

Quick Start

Install Dependencies

# Install root dependencies (concurrently)
npm install

# Install website and dashboard dependencies
npm run install:all

Run Everything

# Run website, dashboard, and API together
npm run dev:all

This will start:

Run Individual Services

# Just the website
npm run dev:website

# Just the dashboard
npm run dev:dashboard

# Just the API
npm run dev:api

Project Structure

ai-audit-ci/
├── audit/              # CLI audit tool
│   ├── cli.py         # Main CLI interface
│   ├── metrics.py      # Fairness metrics
│   ├── evidence.py    # Report generation
│   └── export.py      # PDF/JSON exports
├── api/                # FastAPI backend
│   ├── main.py        # API server
│   ├── database.py    # Database models
│   ├── routes/        # API routes
│   └── manage.py      # Management CLI
├── website/            # Marketing website (React)
│   └── src/
│       ├── pages/     # Website pages
│       └── components/
└── dashboard/          # Dashboard app (React)
    └── src/
        ├── pages/     # Dashboard pages
        └── components/

Features

Core Audit Tool

  • ✅ Fairness metrics (demographic parity, equal opportunity, disparate impact)
  • ✅ SHA-256 hashing for all artifacts
  • ✅ Immutable audit reports
  • ✅ GitHub Actions integration
  • ✅ Regulator-ready PDF/JSON exports

API & Evidence Store

  • ✅ User authentication
  • ✅ Organization & project management
  • ✅ API key management
  • ✅ Append-only audit storage
  • ✅ Commit context tracking
  • ✅ Policy versioning

Dashboard

  • ✅ Project overview with statistics
  • ✅ Audit timeline visualization
  • ✅ Trend charts
  • ✅ Policy management
  • ✅ Regulator portal (Enterprise)

Website

  • ✅ Dark, professional design
  • ✅ Responsive layout
  • ✅ Animated interactions
  • ✅ Enterprise messaging

Development

Prerequisites

  • Python 3.11+
  • Node.js 18+
  • npm or yarn

Setup

  1. Install Python dependencies:
cd ai-audit-ci
pip install -r requirements.txt
  1. Install Node dependencies:
npm run install:all
  1. Initialize database:
cd api
python -m api.main
  1. Run all services:
npm run dev:all

Usage

Run an Audit

cd ai-audit-ci
python -m audit.cli run --config examples/tabular/config.yml

Upload Audit Evidence

Set environment variables:

export GOVAI_API_KEY=your_api_key
export GOVAI_API_URL=http://localhost:8000

Then run with upload:

python -m audit.cli run --config config.yml --upload

GitHub Actions

Add to .github/workflows/audit.yml:

name: AI Governance Audit (GovAI)
on: [pull_request]
jobs:
  audit:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-python@v5
        with:
          python-version: '3.11'
      - run: |
          pip install -r requirements.txt
          python -m audit.cli run --config config.yml --upload
        env:
          GOVAI_API_KEY: ${{ secrets.GOVAI_API_KEY }}
          GITHUB_SHA: ${{ github.sha }}
          GITHUB_REF_NAME: ${{ github.ref_name }}
          GITHUB_REPOSITORY: ${{ github.repository }}

API Endpoints

  • POST /v1/audits - Upload audit evidence
  • GET /v1/audits/{audit_id} - Retrieve audit
  • POST /auth/signup - Create account
  • POST /auth/login - Sign in
  • GET /dashboard/orgs/{org_id}/projects - List projects
  • GET /dashboard/projects/{project_id}/audits - Get audit history
  • GET /dashboard/projects/{project_id}/trends - Get trend data

See api/README.md for full API documentation.

License

Proprietary - All rights reserved

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

verity_audit-1.0.5.tar.gz (63.4 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

verity_audit-1.0.5-py3-none-any.whl (70.8 kB view details)

Uploaded Python 3

File details

Details for the file verity_audit-1.0.5.tar.gz.

File metadata

  • Download URL: verity_audit-1.0.5.tar.gz
  • Upload date:
  • Size: 63.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.3

File hashes

Hashes for verity_audit-1.0.5.tar.gz
Algorithm Hash digest
SHA256 fb4f2022abf4acf32f8baf0d76ace28fa329650a2c2fb58b62b3edc46652a6ce
MD5 71d2590971de168cd3a5a9b100b8ec19
BLAKE2b-256 2d96eb6fb43b7781382ed34a8e8c1ff66028e49f850e63a378065dec69dca220

See more details on using hashes here.

File details

Details for the file verity_audit-1.0.5-py3-none-any.whl.

File metadata

  • Download URL: verity_audit-1.0.5-py3-none-any.whl
  • Upload date:
  • Size: 70.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.3

File hashes

Hashes for verity_audit-1.0.5-py3-none-any.whl
Algorithm Hash digest
SHA256 6c2479a53ede43d315804cab768bb410220880aa6504f473a0b426fc8994c216
MD5 5ea877051ec069a9e8caf59a9477a01f
BLAKE2b-256 ea741afbe9731214a7275efc924df1611d1640df95c16e65e5ae9eb5a72fdec5

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page