Module 05 on overrides forced our product ops team to admit how often chat approvals bypassed the score. Uncomfortable, useful.
Flagship course
A structured path for examining fintech analytics models — from inventory hygiene to findings that survive second-line review.
Analytics leads, model owners, and second-line reviewers who must speak coherently about credit, fraud, pricing, or marketing models inside a fintech stack.
You do not need a full MRM title. You do need access to at least one model packet you can discuss in redacted form.
Classify models, tools, and vendor scores. Decide what belongs in scope before debate begins.
Pressure-test purpose statements, population definitions, and excluded segments.
Trace fields from source systems through transforms; spot silent breaks.
Read discrimination, calibration, and stability plots the way auditors do.
Document exception patterns that quietly rewrite model outcomes.
Choose triggers that matter; retire vanity metrics that never escalate.
Write findings with severity, evidence, and remediation owners.
Defend your pack in a timed challenge circle with faculty feedback.
Former validation lead for a Seoul-based digital lender; now advises fintechs on model challenge design. Teaches Modules 1–4 and co-facilitates the audit dry run.
Desk Seat from ₩1.85M per learner. Studio and Assurance Circle options are listed on the pricing page. No payment is processed on this website.
Module 05 on overrides forced our product ops team to admit how often chat approvals bypassed the score. Uncomfortable, useful.
★★★★☆
Strong on documentation. The monitoring week felt rushed if you have immature pipelines — faculty said as much, which I appreciated.
Comfort reading metrics and basic SQL helps. The course is not a machine-learning coding bootcamp.
Yes, in redacted form. Faculty will tell you what to strip before sharing in cohort spaces.
We do not certify models as compliant with any regulator. Completing the program improves your preparation quality; it does not replace independent validation, legal advice, or supervisory dialogue.
Yes, for enrolled learners during the cohort window. Live attendance is still expected for challenge circles.