Where machine intelligence can create value
Permitting
Validate application completeness, classify documents, and route cases without replacing statutory review or appeal rights.
Licensing
Assemble authorized evidence, identify missing requirements, and support review while qualified officials retain the licensing decision.
Grant review
Prepare eligibility evidence, scoring inputs, conflicts, and missing items while the authorized panel retains award authority.
Public records
Classify requests, search approved repositories, identify exemptions for review, and track response status with an audit trail.
Case intake
Capture the request, parties, deadlines, documents, jurisdiction, and required next step for accountable human processing.
Policy retrieval
Find the current applicable policy and effective version, cite the source, and show conflicts or uncertainty.
Recommended starting engagement
Read-Only Backlog and Queue Diagnostic for one administrative process with accessibility, records, and due-process impact review.
Likely buyers
- Agency COO
- Deputy director
- CIO/CDO
- Program director
- General counsel
- Privacy and civil rights
- Records officer
Control and qualification issues
- Procurement
- Due process
- Accessibility
- Civil rights
- Public records
- Leadership continuity
Reasons to pause or decline
- No process owner or decision authority.
- No representative data, documents, event records, or observable work.
- The requested first phase requires high-consequence autonomous action.
- The economics depend on theoretical time savings that cannot be captured.
- The client rejects necessary security, privacy, legal, accessibility, quality, or human-review participation.
