Fintel Analytics blog

Data & AI Insights

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

14 of 206 posts

Data Engineering

Payments Reconciliation Analytics: Automate & Scale in 2026

Manual payments reconciliation breaks at scale — and the cost is higher than most fintech teams realise. Here is how to automate it properly with modern data engineering.

Payments AnalyticsFintechData Engineering
Data Analytics

Interchange Fee Analytics: Stop Flying Blind on Card Costs

Most fintech and payments businesses are losing basis points on every transaction without knowing it. Here is how to build interchange fee analytics that actually show you where the money is going.

Interchange FeesFintech AnalyticsPayments Data
Data Analytics

Fraud Analytics for Fintech: Fix False Positives in 2026

Fraud analytics for fintech payments is about more than catching bad transactions — it is about building the data infrastructure that stops your fraud model from killing legitimate revenue.

Fraud AnalyticsFintechPayments
Data Analytics

Payment Operations Analytics: Fix Blind Spots in 2026

Most fintech ops teams fly blind on the metrics that matter most — settlement timing, PSP cost efficiency, and reconciliation breaks. Here is how to fix that with a proper payment operations analytics layer.

payment operationsfintech analyticsdata engineering
Data Analytics

Chargeback Dispute Analytics: Stop Flying Blind on Losses

Chargebacks are no longer just a cost of doing business — they are a data problem. Here is how to build the analytics stack that turns dispute losses into managed, measurable outcomes.

chargeback analyticspayments datafintech analytics
Data Engineering

Virtual IBAN Analytics: Fix Broken vIBAN Data in 2026

Virtual IBANs promise automated reconciliation — but the data stack behind them is usually broken. Here is how to fix it before it costs you.

Virtual IBANFintech AnalyticsPayments Data
Data Analytics

Card Programme Analytics: Build Intelligence Into Your Issuing Stack

Most fintech card issuers are flying blind. They know their card is live — but they don't know why authorisation rates dropped, which spend categories drive interchange, or which cardholders are drifting to a competitor.

Card Programme AnalyticsFintechData Engineering