LEARNER · GLOBAL
What are AI model evaluations and why do they matter for BFSI?
Evaluations (evals) are tests that measure how well an AI model performs on specific tasks—accuracy, hallucination rate, bias, latency. For banks, evals confirm an LLM can safely handle KYC, fraud detection, or trade settlement before production.
WHY IT MATTERS
BFSI teams need evals to pass compliance gates. A model may score 95% accuracy on public benchmarks but fail your regulatory audit if evals don't test your exact risk scenarios (e.g., sanctions-list matching, cross-border AML).