Risk register triage: cluster duplicate risks across BUs

Jamal Brooks · Enterprise Risk Manager Last reviewed 2025-04-10

The problem

Annual risk refresh produces 400+ entries; many are duplicates phrased differently across business units.

Business context

Enterprise risk reporting requires a deduplicated, ranked register for the Risk Committee.

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#risk

#clustering

#embeddings