Practical adoption

Use the service data you have before buying another system.

A useful first step can begin with approved exports, a bounded workflow, and a measurable question. It does not require an enterprise-wide migration or a perfect data estate.

Respect the systems of record

Add a connected intelligence layer.

ERP, CRM, and CMMS platforms remain authoritative for the transactions they manage. Persistence Analytics works alongside them to connect history and context across records, files, and service evidence.

That separation keeps the first engagement focused: learn whether connected evidence improves a real decision before committing to broader integration.

Common starting sources

ERP or CMMS work-order exports
Repair and warranty history
Test results and diagnostic files
Spreadsheets and local tracking tools
Procedures, manuals, and service notes
Approved technician and manager input
A staged path

Start small enough to learn quickly.

Question

Define one costly service decision or outcome.

Sample

Assemble only the relevant approved history.

Validate

Review patterns with domain experts.

Integrate

Expand access only when the value is clear.

Show us the messy version.

The first conversation is about the decision and the evidence—not whether your data is pristine.

Start with your current data