Government AI
AI Agents for Public Records Requests and Procurement Support
A government AI agent reads public records requests, procurement documents, or retention schedules and completes a defined task such as drafting a records response or checking a bid package for completeness, working within CJIS security controls and StateRAMP authorization requirements that govern which systems an agency can connect to sensitive data.
01Authorization requirements come before functionality
An agency cannot connect a new tool to criminal justice information without meeting CJIS security policy controls, and many state agencies require StateRAMP authorization before any cloud service touches state data at all. We confirm which authorization framework applies to your agency before scoping any workflow, because the answer determines what infrastructure the agent can run on.
This often means the fastest path to value is a workflow that never touches CJIS-covered data, such as public records intake or procurement document review, while the agency separately pursues authorization for anything closer to law enforcement systems.
02Workflows we build most often
Public records request triage
Incoming open records requests are categorized by department and record type, matched against retention schedules, and routed to the right custodian with a draft response time estimate.
Procurement document review
Bid packages are checked against RFP requirements for completeness before a procurement officer does the substantive evaluation.
Retention schedule application
Records are tagged against the agency's approved retention schedule, flagging items eligible for destruction or archival for a records officer to confirm.
Constituent inquiry response
General questions about permits, fees, or public meeting schedules are answered directly, with anything requiring a records search routed to staff.
03How a government engagement runs
- Step 01
Authorization and scope review
We determine whether CJIS, StateRAMP, or another framework applies, and scope the first workflow to stay clear of restricted data if authorization is not yet in place.
- Step 02
Pilot on records or procurement
We start with public records intake or procurement document review, both of which typically require less authorization overhead.
- Step 03
Records officer review
A records officer reviews agent-drafted responses against the open records law's disclosure exemptions for two to four weeks before public-facing rollout.
- Step 04
Rollout with audit logging
Every request handled by the agent is logged with timestamp, department, and disposition, supporting public records law compliance audits.
- Step 05
Procurement cycle alignment
We time procurement workflow rollout to fall between active RFP cycles, avoiding disruption to bids already in process.
04Government engagement specifics
| Spec | Detail |
|---|---|
| Typical entry point | Public records request triage or procurement document review for one department |
| Typical timeline | 8 to 14 weeks for first workflow, including authorization review |
| Integration surface | Records management systems, procurement platforms, email intake, retention schedule databases |
| Data sensitivity | Variable. High for anything touching CJIS-covered data, moderate for general public records |
| Human review requirement | A records officer reviews every response citing a disclosure exemption before it goes out |
| What does not work well | Records requests requiring a legal determination on a disclosure exemption |
05What we will not automate
We will not let an agent make the legal determination on whether a record is exempt from disclosure under open records law. That decision carries legal liability for the agency, and it stays with a records officer or legal counsel every time.
We also will not connect an agent to CJIS-covered systems until the agency has completed the required security controls and authorization. Attempting a shortcut here creates compliance exposure that outweighs any efficiency gained.
Start with a workflow that does not require new authorization
Tell us about your public records or procurement backlog, and we will scope a pilot that fits your current authorization posture.
FAQQuestions
Common questions
Does this require CJIS authorization?
Only if the workflow touches CJIS-covered data. We often start with public records or procurement workflows that avoid that requirement.
What about StateRAMP?
We confirm whether your state requires StateRAMP authorization for cloud services before scoping any workflow that would need it.
Can the agent decide what records are exempt from disclosure?
No. That legal determination stays with a records officer or legal counsel.
How does this fit our records retention schedule?
The agent tags records against your approved retention schedule, and a records officer confirms anything flagged for destruction or archival.
Last reviewed 2026-08-16
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