As of November 3, 2026
Documented use cases, records issues, and examples cities have published. Descriptive, not a recommendation.
Uses agencies report
DraftingFirst drafts of routine notices and correspondence for human edit.
SummariesCondensing long reports or meeting transcripts with originals retained.
Language accessTranslation and plain-language aids reviewed by fluent staff for official use.
311 / FAQsAnswers drawn from published information, with escalation to a person.
Research assistOrientation on a topic using citation-enabled tools, then verification.
AccessibilityAssistance for staff or residents navigating dense documents.
Constraints that appear in written policies
Confidential resident data, personnel files, and non-public enforcement material are commonly barred from consumer-grade tools. Public-records and retention rules may treat prompts and outputs as records.
Disclosure to residents when they interact with AI is required for Texas government systems under TRAIGA.[1] Many policies require a named human approver before material becomes public.
Published local examples
- InventoryCity of San José publishes an AI inventory and reviews.[22]
- Language accessThe same city describes AI translation/captions for council meetings and 311.[23]
- Staff guidelinesPublished generative-AI guidelines for staff.[24]
Starter checklist items seen in agency policies
- Inventory of tools, owners, and data categories allowed.
- Approved SKUs versus prohibited consumer use for sensitive data.
- Resident disclosure when legally required.
- Retention schedule for prompts and outputs.
- Human review before public release.
- Training (including DIR-certified AI training where Texas law applies) and an incident path.[2]
This briefing is educational and vendor-neutral. It is not legal advice. Confirm obligations under public-records, privacy, procurement, and election law with counsel.