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Use cases → Admin and governance

Alert on policy violation keywords in email

Automatically flag and notify on sensitive or banned keywords in user email using a delegated service account.

Who it is forIT and compliance teams monitoring for policy breaches across the organisation.
APIsGmail API
Typical scopesgmail.readonly

The problem

Manual review of user email for sensitive terms is impractical and error-prone, especially at scale. Automated DLP solutions often lack customisation or require heavier licensing.

How it works

  1. Delegate domain-wide authority to a service account with Gmail read access.
  2. Periodically fetch recent messages for each user.
  3. Scan message bodies and subjects for policy keywords.
  4. Raise an alert or log an event if a match is found.

What changes

Policy violations are detected in near real-time and can be acted on quickly, with clear audit trails for each alert.

The trap in this one. Gmail API's 'list messages' only returns metadata by default; fetching full message bodies requires a separate 'get' call per message, which triggers user-specific per-second and per-day quota limits. At scale, this silently throttles the service account, causing delays or missed alerts with no explicit error unless you monitor the HTTP response codes and backoff headers.

Questions people ask

Can I scan attachments for keywords too?

Yes, but you must handle MIME decoding and the API only provides attachment data after an extra fetch per attachment, compounding quota issues.

How quickly do new emails become available via the API?

Messages usually appear within seconds, but propagation can lag by several minutes for high-volume users.

Want this built?

This is a pattern we run in production. We will set up the delegation and build this on top of it — $500 per hour, most of it working the same day.

Talk to us Or read the setup guide

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