AI agents cannot fix fragmented commercial data
Agency amplifies the quality—and ambiguity—of the identity and authority model beneath it.
Independently created. Contains no employer or client implementation detail, internal names or figures.
00The thesis
An agent can act across systems faster than a person. That makes unresolved identity and authority more dangerous, not less.
01Argument
Agency magnifies ambiguity
If two accounts may represent one customer, autonomous action turns a data-quality question into duplicated outreach, pricing or commitments.
02Argument
Retrieval is not authority
Finding a value does not establish whether it may be trusted, changed or used for a consequential decision.
03Argument
Build the control plane first
Define canonical identity, permitted actions, confidence thresholds, audit events and human review before expanding agency.
What part of the problem is the organization asking technology to conceal?
04Where the argument is applied
AI & Agentic Workflows- AI case / 05Using AI to assist data quality without giving it master-data authorityAn agent suggests duplicate candidates, normalized names and missing classifications—with evidence—into a data steward’s queue. It never merges, renames or reclassifies a record itself.
- Systems case / 05Designing customer identity across CRM and ERPSeparating commercial, legal and transactional identity—and governing how they map, merge and retire across CRM and ERP.