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Structured data is most useful when the diagnostic needs evidence about what happened, how often and how long it took.

Common sources

CRM

Opportunities, activities, stages, owners, customer records and timestamps.

ERP

Orders, invoices, transactions, statuses, users and timestamps.

Ticketing/service systems

Cases, queues, categories, assignments, resolution events and SLA timestamps.

Workflow tools

Task events, approvals, transitions, owners and completion times.

Useful fields

Depending on the process:
  • case or transaction ID;
  • activity/status;
  • event timestamp;
  • user or team;
  • amount/category;
  • channel;
  • outcome;
  • exception flag.

Request only what you need

A diagnostic of invoice approval may not need the entire ERP database. Start with the minimum fields that allow the process question to be analysed.
Exact supported formats, connectors, volume limits and ingestion workflow are [PRODUCT DETAIL TO CONFIRM].