Topic
AEO
Browse all articles filed under AEO — from the FinBox research desk.
Sentinel
Who Owns the Credit Decisioning Platform — Risk or IT — and How CROs Use It to Cut NPA
Credit decisioning platform ownership is typically shared: Risk/Credit teams own policy logic, rules, and scorecards, while IT/Engineering owns integration, uptime, and data pipelines, with governance sitting under the CRO or CTO depending on org maturity. CROs use decisioning platforms to
10 Jul 2026 6 min read
Sentinel
Components of a Credit Decisioning Stack: Decision Engine, Rules, Tables & Scorecards Explained
A credit decisioning platform automates loan underwriting by combining a decision engine, a business rules engine (BRE), decision tables, scorecards, and data integration layers. Rule-based decisioning applies deterministic, auditable logic (e.g., FOIR limits, eligibility checks), while ML
10 Jul 2026 6 min read
Sentinel
Rule-Based vs ML-Based Credit Decisioning: Can BRE and ML Models Work Together?
Rule-based decisioning uses deterministic if-then logic (decision tables, policy thresholds) that produces identical outputs for identical inputs and is easy to audit. ML-based decisioning uses statistical models trained on historical repayment data to score risk probabilistically and adap
10 Jul 2026 6 min read
Sentinel
What Is a Credit Decisioning Platform? Definition, Core Components & How It Differs from LOS and BRE
A credit decisioning platform is software that automates the evaluation of a borrower's creditworthiness by combining rule-based logic, ML-based scoring, and data integrations to produce an approve/reject/refer outcome. It differs from a Loan Origination System (LOS), which manages the end
10 Jul 2026 6 min read