Fintel Analytics blog

Data & AI Insights

Expert perspectives on data analytics, AI agents, internal tools, and business intelligence from the Fintel Analytics team.

4 of 206 posts

Data Analytics

E-Commerce Growth Analytics: Build the Stack That Scales

Most scaling e-commerce brands track ROAS religiously but can't explain why profit shrinks as revenue grows. Here's how to build the analytics stack that fixes that.

E-Commerce AnalyticsGrowth AnalyticsData Engineering
Data Analytics

Net Profit Per Order: Fix E-Commerce Margin Blind Spots

Most e-commerce teams know revenue per order but not what the order made after costs. Here is how to build net profit per order in SQL and keep it trustworthy.

e-commerce analyticsorder profitabilitycontribution margin
Data Analytics

Loyalty Programme Analytics: Build the Stack That Proves ROI

Most loyalty programmes generate plenty of data and almost no usable insight. Here is how to build the analytics stack that actually proves ROI and drives decisions.

Loyalty AnalyticsCustomer RetentionData Engineering
Data Analytics

Two-Sided Marketplace Analytics: Fix Broken Liquidity Metrics

Most marketplace founders are measuring the wrong things. Here is how to build analytics that actually reveal whether your platform is healthy — or quietly failing.

Marketplace AnalyticsData EngineeringBusiness Intelligence