Question 1

What is the Production AI Institute?

Accepted Answer

The Production AI Institute (PAI) is the only independent, vendor-neutral certification body for production AI deployment. It publishes the Production Safety Framework (PSF), a free open standard, and issues AIDA, AIMA, CPAP, and CPAA credentials to AI practitioners globally.

Question 2

What is the Production Safety Framework (PSF)?

Accepted Answer

The Production Safety Framework (PSF) is a free, open standard for production AI deployment safety, published by the Production AI Institute. It covers eight domains: Input Governance, Output Validation, Data Protection, Observability, Deployment Safety, Human Oversight, Security, and Vendor Resilience. The PSF is freely available at productionai.institute/standard.

Question 3

What AI certifications does the Production AI Institute offer?

Accepted Answer

The Production AI Institute offers four certifications: AIDA (AI Deployment Associate) — a free foundational exam across all 8 PSF domains; AIMA (AI Management Associate) — a free credential for non-technical AI leaders; CPAP (Certified Production AI Practitioner) — a $297 portfolio-based credential requiring a real deployment; and CPAA (Certified Production AI Architect) — a $797 senior credential with extended portfolio assessment reviewed by PAI.

Question 4

Is the AIDA certification free?

Accepted Answer

Yes. The AIDA (AI Deployment Associate) certification is completely free. It is a 20-question online exam covering all eight domains of the Production Safety Framework. Candidates can take it at any time at productionai.institute/certify/aida with no payment required.

Question 5

What is the PAI Workflow Studio?

Accepted Answer

The PAI Workflow Studio is a free, browser-based canvas for designing production AI workflows. It allows practitioners to map current-state manual processes, generate PSF-compliant AI-automated future states, and export deployment specification packages including YAML skill contracts, integration adapter configurations, and executive briefs. It is available at productionai.institute/studio.

Question 6

How does the Production Safety Framework relate to the EU AI Act?

Accepted Answer

The eight PSF domains map closely to EU AI Act obligations for high-risk AI system deployers. PSF-1 addresses Article 10 data governance, PSF-2 addresses Article 13 transparency, PSF-4 addresses Article 12 record-keeping, and PSF-6 directly implements Article 14 human oversight requirements. Practitioners who achieve PSF compliance satisfy a substantial portion of their EU AI Act deployer obligations.

Question 7

Are PAI certifications vendor-neutral?

Accepted Answer

Yes. PAI certifications are entirely vendor-neutral. The Production Safety Framework and all PAI credentials apply equally to systems built on any AI model provider — OpenAI, Anthropic, Google, Meta, Mistral, or others — and to any deployment environment. PAI has no commercial relationship with any AI vendor.

Exam blueprint and domain weighting

Domain weighting

Topic coverage by domain