Ethical AI Certification Guilds

Guilds issue tiered badges after reviewing datasets, model governance, and impact assessments. Members access shared tooling for bias testing and documentation.

Mentor Network

Experienced practitioners coach new squads through certification, accelerating safe deployment.

Guilds create a common language for responsible innovation.