Fitness for purpose and task effectiveness

https://taxonomy.eticas.ai/risk/fitness-for-purpose

Maturity: emerging

The system has not been validated against the problem it is intended to solve, or is deployed for a task or context beyond the one it was validated for. Covers the ex ante question (was this designed and validated for this problem?) and its enforcement in deployment; whether the system actually succeeds at the task in operation is task-performance (Reliability).

This subcategory is emerging. It has not yet been validated through established assessment methods.

Also known as: Fitness for purpose · Task success

System type: ADM and LLM systems
Lifecycle stages: Pre Processing, In Processing

Mappings to external frameworks

Standards & frameworks

Framework Reference
ISO/IEC 42001:2023 — AI Management System Documented intended use
ISO/IEC 42001:2023 — AI Management System AI system verification and validation
NIST AI Risk Management Framework (AI 100-1) MAP 3 — AI capabilities and use cases

Source: HRA project taxonomy