AI extracts. Rules evaluate.
Responsible AI
AI helps interpret recruitment information. It does not become the legal authority or silently decide whether a citizen qualifies.
AI may propose
- Notification rule structure
- Unfamiliar field terminology
- Document field suggestions
- Plain-language and Hindi explanations
- Grounded answers with page sources
Approved rules decide
- Age on a cut-off date
- Category relaxation
- Degree and subject match
- Certificate validity
- Readiness and blocking errors
Citizens approve
- Which source value to use
- Conflict resolution
- Recruitment-specific answers
- What is shared and why
- Final official portal actions
NotificationText + page numbers
→AI extractionProposed rules
→Human reviewApprove, edit, reject
→Rules engineDeterministic result
→Citizen viewReason + source
The official recruitment notification remains authoritative.Only approved structured rules enter eligibility evaluation.A citizen can inspect every rule, value and source.Saved demo responses keep the judge path reliable without an API key.AI failures fall back safely; they never block the citizen demo.