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Find and fix revenue leakage with payment funnels & dispute analytics | InsightLake

InsightLake

Find and fix revenue leakage with payment funnels & dispute analytics

Track auth→capture funnel by PSP/BIN/region, decline taxonomy, invoice aging, and dispute win rate.

Payments funnel
PSP & BIN drilldowns

Overview

Track auth→capture funnel by PSP/BIN/region, decline taxonomy, invoice aging, and dispute win rate.

Problem

Payments span gateways, BINs, and regions; teams lack a unified view and miss systemic failures.

Solution

InsightLake models PayStream events into fact_payment and LTV cohorts, surfacing weak PSP routes and risky segments.

How it works

Enable the Payments pack. Compare auth rates across PSPs, monitor “do_not_honor” spikes, and trend dispute outcomes by SKU/cohort.

Who is this for

RevOps / Finance Payments Operations

Expected outcomes

  • Higher auth and capture rates
  • Faster collections and fewer disputes

Key metrics

Auth success rate

Baseline

87 %

Target

92 %

Dispute win rate

Baseline

44 %

Target

54 %

Invoice aging >30d

Baseline

18 %

Target

10 %

Gallery

Payments funnel
PSP & BIN drilldowns

Downloads & templates

Case studies

SubHub optimizes EU auth rates

Routing changes raised auth +4.2 points.

Subscriptions SMB EU

Security impact

  • Payment events (no PAN), invoices, dispute outcomes · PII: yes (customer/account references, masked)

Compliance

  • GDPR
  • SOC2
  • PCI-N/A (no card numbers stored)

Availability & next steps

Pro Enterprise