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StatTechResearch & Analytics
“Engineering Evidence-Based Insights for Sustainable Growth and Global Impact”

Financial Services & FinTech Analytics Solutions

Credit Risk & Collections Analytics

We support credit teams with analytics that explain repayment behavior, portfolio risk, arrears trends, and collections performance.

Why This Service Matters

Reliable credit analytics helps lenders reduce losses, improve collections, and identify risk patterns before they become severe.

Our Approach

We combine portfolio data, customer attributes, repayment history, and risk indicators to produce clear decision support.

What We Deliver

  • PAR analysis
  • Delinquency dashboards
  • Collections performance reports
  • Risk segmentation
  • Repayment trend analysis
  • Early warning indicators

Typical Deliverables

  • Credit risk dashboards
  • Collections reports
  • Risk score summaries
  • Arrears trend analysis
  • Portfolio quality briefs
  • Early warning indicators

Platforms & Technologies

SQLPythonPower BIExcelRTableau

Who We Serve

  • Credit teams
  • Microfinance institutions
  • Digital lenders
  • SACCOs
  • FinTech risk teams