Financial services AI
AI credit decisioning
Using models to support eligibility, affordability, pricing or credit limits.
Definition
AI credit decisioning applies predictive or generative systems within origination, underwriting, account management or collections.
Why it matters
Outcomes affect customers materially and require fairness, explainable reasons, data quality, overrides and close regulatory control.
Related concepts
- Explainability
Methods that help people understand why a model produced an outcome.
- Algorithmic fairness
Assessing whether model outcomes treat relevant groups appropriately.
- Human in the loop
A person reviews, approves or corrects AI-assisted work.