Use cases

Each use case guide walks through a complete workflow: the business problem, how to set it up in Mammoth, and the result. The guides are written for analysts and team leads. Pick the one closest to your situation.

Where to start

If your team has a recurring Excel file or manual report that takes more than 30 minutes a week, begin with Sales analytics or Operational dashboards.

Business analytics

• Sales analytics: CRM reporting and pipeline tracking.
• Financial reporting: P&L, period-over-period comparison, and general ledger automation.
• Customer cohort analysis: Segmentation, RFM, and lifetime value.
• Operational dashboards: Frequently refreshed KPI monitoring.

Data operations

• Data quality monitoring: Automated validation and anomaly detection.
• Multi-source integration: Master data and consolidated reporting.
• Batch processing workflows: High-volume, scheduled data operations.

AI-assisted analytics

• AI dashboard creation: Dashboard prototyping from natural language descriptions.