Where the current approach breaks
CRM updates depend on manual hygiene
Where the current approach breaks
Automations create conflicting state
Where the current approach breaks
Teams lose trust when source data is unclear
What a useful outcome looks like
Governed CRM actions
Clear provenance
Reduced manual reconciliation
Proof path
Prove the workflow before scaling it.
01
Identify the authoritative CRM fields
02
Define allowed automated changes
03
Audit every write and exception during the pilot