When Data Goes to Work: Building Enterprise Data Employees with Dora

Resource Description

As enterprise AI moves closer to daily operations, trusted data can support more than dashboards and reports. This whitepaper explores how organizations can combine governed BI assets, business context, permissions, and reusable Data Skills to build enterprise data employees for specific domains and responsibilities.

It introduces Dora’s data-work model and examines four common responsibility patterns: on-demand analysis, report generation, scheduled briefings, and exception monitoring. These capabilities can be combined within one data employee or used to create more specialized roles, depending on the business scenario.

Core Highlights

• How agentic AI extends trusted BI assets into recurring data work.
• How governed data, business context, permissions, and Data Skills shape domain-specific data employees.
• Four responsibility patterns covering analysis, reporting, briefings, and monitoring, with the flexibility to combine them within a single employee.
• How human review, delivery controls, and clear business ownership support reliable enterprise use.