AI & Data Science in Fintech
Avatar of lillian-chase lillian-chase
lillian-chase
August 3, 2025 at 3:08 pm

Best tools for explainable AI in credit scoring?

Best tools for explainable AI in credit scoring?

I’m researching this for a project and would love real-world input. If you’ve built or shipped something here, what did you learn? Context: I’m Natalie Mitchell and I’m evaluating options for our team.

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  • Avatar of Daniel Alcanja

    Daniel Alcanja

    August 6, 2025 at 8:08 am

    Keep dependencies boring and well‑documented. Small anecdote that might help. We hit rate limits on day three; lightweight caching saved us.

  • Avatar of Luke

    Luke

    August 7, 2025 at 7:08 pm

    Calm dashboards mattered more than fancy models during incidents. We shipped something similar last quarter; notes below. Automate sticky edge cases to save analyst time.

  • Avatar of Lace Brunsden

    Lace Brunsden

    August 8, 2025 at 10:08 pm

    Keep the system operable by the smallest competent team. Log sample payloads (PII redacted) to speed debugging. Biggest risk is invisible complexity creeping in.

  • Avatar of Luke

    Luke

    August 9, 2025 at 10:08 pm

    Counterpoint based on what stuck in reality. Document assumptions so new teammates move faster. Ignore shiny features until you validate ROI.

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