AI Governance & Transparency

Last Updated: 2026-03-08

1. Purpose

WhatsWhat Prime uses structured algorithms and AI-assisted systems to support analysis, data structuring, and infrastructure optimisation within the Prime ecosystem.

AI is used to enhance:

Consistency
Analytical clarity
Efficiency
Signal interpretation
Structured visibility evaluation

AI does not replace human judgment within the Prime Authority layer.

2. Where AI Is Used

AI-assisted systems may support:

Visibility Assessment™ processing
Signal interpretation and structuring
Data categorisation within the Visibility Index™
Profile content structuring
Marketplace optimisation support
Pattern recognition across platform data

AI tools operate within defined governance parameters.

3. Human Oversight

All significant evaluation outputs are subject to human oversight.

WhatsWhat Prime does not rely solely on automated decision-making for outcomes that may materially affect users.

Where structured algorithms contribute to assessment scoring, these systems operate within defined evaluation frameworks and remain subject to internal governance controls.

Users may request clarification regarding significant assessment outcomes.

4. What AI Does Not Do

AI systems within WhatsWhat Prime:

Do not guarantee rankings
Do not guarantee revenue
Do not independently grant Ladder positioning
Do not create exclusive market status
Do not make legally binding decisions without human review
Do not override governance controls

AI supports infrastructure.

Authority remains governed.

5. Data Protection Alignment

AI-assisted processing is conducted in accordance with:

GDPR (EU Regulation 2016/679)
Irish Data Protection Acts
ePrivacy Regulations
Applicable EU AI regulatory frameworks

Where personal data is processed:

Lawful bases apply
Data minimisation principles are followed
Human review remains available
Automated profiling safeguards are maintained

Users retain their rights under GDPR, including the right to request human intervention where applicable.

6. Risk Management & Safeguards

Prime implements structured safeguards including:

Defined system access controls
Audit logging
Governance oversight
Role-based permissions
Internal compliance review
Licensing controls for partner use

AI models are deployed within controlled environments and reviewed periodically to ensure consistency and alignment with governance principles.

7. Licensing & Partner Use of AI

Licensed partners administering Visibility Assessment™ must:

Comply with Prime governance standards
Operate under Data Processing Agreements
Avoid unauthorised algorithm modification
Maintain structural separation between evaluation and commercial services

AI usage within the licensing network is governed by contractual compliance obligations.

8. Transparency & Continuous Review

WhatsWhat Prime continuously evaluates:

System performance
Governance alignment
Risk exposure
Regulatory developments

AI systems are reviewed as the regulatory landscape evolves, including developments under the EU AI Act.

We remain committed to responsible innovation and structured transparency.

9. Contact

If you have questions regarding AI use within the Prime ecosystem, you may contact:

WhatsWhat Global Ltd
info@whatswhat.global
Ireland