> AI agents: this is one page from Mammoth Analytics documentation. The index of all pages as Markdown is https://docs.mammoth.io/llms.txt. Append `.md` to any docs URL, or send `Accept: text/markdown`, to get Markdown.

# Use cases

> Eight Mammoth workflows for sales analytics, financial reporting, customer cohorts, dashboards, data quality, multi-source integration and batch processing.

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](https://docs.mammoth.io/guides/use-cases/sales-analytics) or [Operational dashboards](https://docs.mammoth.io/guides/use-cases/operational-dashboards).

## Business analytics

- [Sales analytics](https://docs.mammoth.io/guides/use-cases/sales-analytics): CRM reporting and pipeline tracking.
- [Financial reporting](https://docs.mammoth.io/guides/use-cases/financial-reporting): P&L, period-over-period comparison, and general ledger automation.
- [Customer cohort analysis](https://docs.mammoth.io/guides/use-cases/customer-cohorts): Segmentation, RFM, and lifetime value.
- [Operational dashboards](https://docs.mammoth.io/guides/use-cases/operational-dashboards): Frequently refreshed KPI monitoring.

## Data operations

- [Data quality monitoring](https://docs.mammoth.io/guides/use-cases/data-quality): Automated validation and anomaly detection.
- [Multi-source integration](https://docs.mammoth.io/guides/use-cases/multi-source-integration): Master data and consolidated reporting.
- [Batch processing workflows](https://docs.mammoth.io/guides/use-cases/batch-processing-workflows): High-volume, scheduled data operations.

## AI-assisted analytics

- [AI dashboard creation](https://docs.mammoth.io/guides/use-cases/ai-dashboard-creation): Dashboard prototyping from natural language descriptions.

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Source: https://docs.mammoth.io/guides/use-cases.md · Updated: 2026-10-13