Topic
Data & Analytics
Data governance, business intelligence, predictive analytics, and data architecture for financial institutions.
10 articles
How to Build a Data Flow Diagram (DFD) for Regulatory Submissions
Catalog source systems, map transformations, document intermediate storage, and overlay control points so gaps surface before an examiner finds them.
The Role of Business Information Models in Data Governance
A business information model says what data means to the business, before anyone decides how it is stored, processed, or accessed.
What Is Data Lineage? (And Why Regulators Require It)
Data lineage documents the journey of data from origin through every transformation to its final destination in a report or a downstream system.
How to Automate Data Quality Rules (Completeness, Validity, Timeliness)
Monitor completeness, validity, and timeliness continuously with SQL-based validation, scheduled workflow engines, and real-time alerting.
What Is a Customer Data Platform (CDP) vs. Data Warehouse?
A CDP unifies customer data in real time for immediate personalization; a data warehouse stores structured history for analytics and regulatory reporting.
How to Build a Financial Services Data Mesh (Domain-Owned Data)
A data mesh moves ownership from a central warehouse team to the business domains, treating each data asset as a product with a steward and an SLA.
What Is Customer 360? (And How to Build It Without a Data Lake)
Customer 360 consolidates core banking, payments, CRM, and digital channel data into one profile — and it does not require a data lake to get there.
The Role of Data Lineage in Asset Management Regulatory Reporting
Asset managers face regulatory reporting demands that require precise data lineage documentation across 847 unique data fields for SEC Form PF alone.
How to Integrate MIB Check and Prescription Database Lookups into Underwriting
Wire MIB inquiry and pharmacy benefit manager APIs into the application workflow, map response codes to risk classes, and decide automatically.
10 Data Sources You Should Integrate into Your P&C Rating Engine
Ten data sources worth wiring into a P&C rating engine beyond the traditional ones, and what each adds to a rate that relies on them.