PAI credentials are the only vendor-neutral certifications anchored to the Production Safety Framework — a published, independently governed standard for production AI deployment.
Four credentials across two tracks — examinations (AIDA/AIMA) and portfolio pathways (CPAP/CPAA).
A 20-question scenario-based examination covering all 8 PSF domains. Tests applied knowledge of production AI safety principles. Results are immediate. No prerequisites.
The AIDA equivalent for non-technical leaders. Covers AI governance, risk management, vendor assessment, and regulatory compliance. For product managers, delivery leads, and AI governance roles.
Submit a portfolio documenting a real production AI deployment assessed against PSF criteria. Reviewed by a PAI assessor within 5 business days. Evidences hands-on production competence.
Portfolio review plus a structured panel interview with PAI assessors. Requires CPAP. Fewer than 500 holders globally. The senior PAI credential for principal engineers and practice directors.
Independent recognition that an organisation's AI practice meets the PSF standard.
For organisations whose business is building and operating AI systems for clients. Requires ≥3 AIDA holders, at least one CPAP holder, and a review of client deliverables.
For enterprises that deploy AI at scale internally. Requires a documented AI governance framework aligned to PSF and annual self-assessment audit with PAI review.
For employers specifying PAI in job descriptions and procurement requirements, see the Employer Recognition Guide.
All resources are free. AIDA candidates typically use the study guide and practice examination before sitting.