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Vendor reporting licences retired, with real-time lending analytics

A banking and finance company replaced licensed reporting with its own interactive analytics.

Datachamps2 min read

About the client

Industry
Banking and finance
Size
[Revenue]
Timeline
[X weeks]
Finance: hands reviewing charts and a clipboard of figures

The challenge

The company needed customized, interactive reports for management and regulators that could keep up with changing needs. Clear master data ownership and regular updates were key.

What it meant for the team

  • CFO

    Paying for reporting that didn’t fit changing needs.

  • Controller

    Regulatory reports slow to adapt.

  • FP&A

    Margins, recoveries and NPAs hard to analyze quickly.

How we delivered it

  1. Step 1[X weeks]

    Advise and design

    • Set a data governance framework with master data ownership
    • Defined KPIs: disbursement %, recovery %, interest margin, NPA % and collection efficiency
  2. Step 2[X weeks]

    Build and automate

    • Robust ETL and storage architecture
    • Automated management and regulatory reports with insights
    • Interactive dashboards with real-time data
  3. Step 3[X weeks]

    Launch and embed

    • [Add go-live, training and adoption details]

Total timeline: [X weeks]

Solution stack

Advisory services

  • Data governance
  • Lending KPI framework
  1. Data sources

    • Core lending data
  2. Storage and transformation

    • ETL and storage
  3. Logic and workflow

    • KPI calculations
  4. Insights delivery

    • Interactive dashboards
    • Regulatory reports

Impact

  • 100%

    of vendor licence cost removed

  • Real time

    financial data access

  • 5

    core lending KPIs defined

Outcomes

  • Deeper insight through advanced visualizations
  • Faster, data-backed financial decisions
  • Reporting that keeps up with new needs

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