Another misconception: small and medium-sized organizations assume FRIA doesn’t apply to them. Reality: any organization deploying high-risk AI systems, regardless of size, must comply.
Practical guidance:
- Assess the impact of your AI system relative to its context and scale.
- Small organizations can use FRIA templates and external expertise to manage complexity efficiently.
- Document mitigation measures clearly, even if the system is modest in scope.
Example: A small fintech deploying AI for credit scoring initially skipped FRIA, assuming it was only for large banks. Regulatory authorities required a FRIA before launch, prompting them to conduct one and implement bias mitigation strategies.
Why it matters: Compliance is universal. Size does not exempt you from legal obligations or the ethical imperative to protect fundamental rights.