AI Ethics & Model Governance Policy
Esaholic adheres to the ISO 42001 standard for Artificial Intelligence Management Systems (AIMS). We enforce mandatory human-in-the-loop approval triggers for high-impact autonomous agent actions, continuous bias auditing, and model explainability standards.
1. Human-in-the-Loop (HITL) Imperative
Autonomous multi-agent systems built by Esaholic are architected with explicit step gates. Any transaction exceeding client-defined financial thresholds or affecting sensitive personal data requires explicit human sign-off via interactive dashboard state nodes.
2. Bias & Fairness Benchmarking
We test all fine-tuned language models and classification pipelines against standardized fairness datasets (e.g. RealToxicityPrompts, BOLD) to verify non-discriminatory outputs across demographic parameters prior to deployment.