Current thinking and working guides on insurance RegTech, credit risk, defense AI and supply chain AI agents.
Insurance RegTechA working guide to finding the manual stretches of assumption mapping, validation and approval that survive a CF engine rollout — and deciding what to automate first.
Insurance RegTechThe source-data consistency problems that recur across Korean ICS · RBC and international IFRS 9 projects, and a ruleset-based approach to automating validation and cleansing.
Insurance RegTechWhy auditors will not accept black-box AI, and how an XAI-backed audit trail resolves it.
Credit riskThe time structure a point-in-time PD misses, explained in working language through the term structure of a survival model. Conceptual throughout; no institution's figures are used.
Credit riskHow to satisfy risk management, explanation, human oversight and prior notice inside the underwriting screen itself, item by item — alongside the right to explanation under the Credit Information Act.
Credit riskHow the handling of missing values shapes the outcome for small businesses and sole proprietors with thin files, and a confidence-adjustment approach instead.
Defense AIThe reality that 90% of Korean military documents are HWP, and the technical approach to parsing them accurately.
Defense AIThe architecture for running an sLLM on an on-premises server with no internet, and how it has actually been implemented.
Defense AIHow an old and a new revision are compared automatically, how change types are classified and risk-graded, and why citing the governing clause is not optional.
Supply chain AIHow invoice, packing list, B/L and C/O are reconciled against the order and contract terms, and how each mismatch is passed to a person for approval with its reasoning attached.
Supply chain AIA working reference on integrating without touching the database directly — registering your APIs as tools, and keeping source data inside the company.
Supply chain AIHow to widen autonomy step by step — recommendation, then execution after approval, then conditional automation — while keeping every binding act behind a person's approval.
Leave your email and you'll be first to get new material on insurance RegTech, credit risk, defense AI and supply chain AI agents.