Remove in-scope location traces while preserving reporting
Some data commitments require removing detail without removing the ability to explain operations.
Compliance certainty and reporting continuity can conflict when historical lineage is incomplete.
“I need proof the data is gone—and proof we didn’t break the reports.”
Azmera Fekadu · Director of Fleet Compliance
Leads data-retention oversight for a national logistics fleet with strict contractual obligations.
What pulls against what
- irreversible deletion vs. operational continuity
- automated classification vs. human verification
- contractual deadline vs. audit-grade evidence
- broad discovery vs. product-specific lineage
What is at stake
The retention commitment is fixed and deletion cannot be undone. The pipeline must protect both compliance evidence and the operational datasets fleets still depend on
Why Samsara
At Samsara, it can matter when fleet data must remain useful while meeting enterprise handling commitments.
Written for
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.