Fintel AnalyticsFinancial Data Analytics and Risk Modelling for Business
Financial data analytics and risk modelling are reshaping how businesses identify threats and seize opportunities. Learn how leading organisations are doing it.
Fintel Analytics blog
Data & AI Insights
Expert perspectives on data analytics, AI agents, internal tools, and business intelligence from the Fintel Analytics team.
7 of 206 posts
Media Mix Modelling: Optimise Ad Spend With Data in 2026
Media mix modelling helps businesses measure the true ROI of every advertising channel and optimise budget allocation with statistical rigour — here's how it works in practice.
dbt Snapshots in BigQuery: Stop Losing Historical Dimension Data
Most early-stage data teams don't realise they are silently overwriting dimension history. Here is how to fix it before it corrupts your reporting.
Customer Lifetime Value Modelling: A 2026 Business Guide
Customer lifetime value modelling helps businesses identify their most profitable customers, reduce churn, and allocate budgets more intelligently. Here's how it works in 2026.
Crypto Exchange Analytics: Build the Data Stack That Scales
Most crypto exchanges generate enormous volumes of data but operate with surprisingly immature internal analytics. Here's how to fix that — from fee revenue modelling to liquidity dashboards.
dbt Staging Layer Materialisation in BigQuery: Fix the Cost Leak
Choosing the wrong materialisation for dbt staging models is one of the most common — and most fixable — sources of runaway BigQuery costs. Here's the framework to get it right.
Credit Risk Analytics for Fintech Lenders: Build It Right in 2026
Most fintech lenders don't have a modelling problem — they have a data infrastructure problem. Here's how to build the analytics stack that credit risk decisions actually depend on.