Blog

Kurze Einblicke in Methoden, Learnings und Finance-nahe Data Cases.

2026-04-30

Cashflow Forecast Monitoring: Early Warning for Liquidity Risks

How a finance dashboard and alert logic improved reaction speed to liquidity deviations.

finance analytics · cashflow · risk monitoring

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2026-04-24

Reporting Automation with KPI Pipelines in Finance

From manual monthly reporting to repeatable KPI pipelines with better reliability.

reporting · automation · kpi

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2026-04-19

Translating Requirements Between Finance and IT

A practical framework for reducing friction in finance-IT delivery projects.

finance · it · delivery

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2026-04-12

Anomaly Detection in Finance Operations: Start Simple

How lightweight anomaly detection can support finance teams without overengineering.

anomaly detection · finance operations · data science

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2026-04-05

Risk Signals from Working Capital Indicators

Using DSO, DPO, and inventory patterns to identify operational risk earlier.

working capital · risk · finance analytics

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Blog: Finance Analytics & Data Cases | Eric Kaufmann | Eric Kaufmann