Mask a Support Ticket Before Using AI

You need AI to draft a customer reply from a support ticket that includes a customer's name, account ID, employee payroll references, and an internal ticket link. Task-first masking: define the task, remove identifiers, generalize sensitive details, then preserve only the context needed for the draft. The common trap is deleting the customer's name but leaving account IDs, links, exact employee counts, or sensitive facts that still identify the customer or expose confidential context. Define the task Task: draft a calm apology and next-step email for a delayed support response. Once the task is narrow, you can see that the…

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