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Operational data

Operational data: the step-by-step record of how work gets done.

Quick answer

Operational data records how a business runs day to day: tickets, work orders, dispatch logs, approvals, inspections, SOPs and system activity. Businesses can often license operational data — after confirming rights and removing personal information — because it shows multi-step processes that AI agents need to learn.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

Examples#

  • Service tickets and resolutions
  • Work orders and maintenance logs
  • Dispatch and scheduling records
  • Approval and review histories
  • Quality inspections
  • Standard operating procedures

Why it matters for AI agents#

Agents must plan and act across tools. Operational records show the sequence of steps, the decisions at each step and the outcome — supervision that is difficult to create artificially.

Considerations#

Operational data often contains employee and customer identifiers and vendor details; these must be addressed before licensing.

Related resources

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