Documentation Index
Fetch the complete documentation index at: https://docs.rotavision.com/llms.txt
Use this file to discover all available pages before exploring further.
Request
ID of a completed fairness analysis to generate report from.
Report template:
standard - General fairness report
rbi - RBI AI/ML guidelines compliance
sebi - SEBI circular compliance
irdai - IRDAI AI guidelines compliance
internal - Internal audit format
Output format: pdf, html, json.
Sections to include. Defaults to all:
executive_summary
methodology
metrics_detail
group_analysis
recommendations
appendix
Additional metadata to include in the report.
Human-readable model name.
Team or individual responsible.
Description of model’s business use.
Date of review (ISO 8601).
URL to receive webhook when report is ready.
Response
Unique report identifier.
The analysis this report is based on.
Report status: pending, generating, completed, failed.
URL to download the report (available when completed).
When the download URL expires.
curl -X POST https://api.rotavision.com/v1/vishwas/reports \
-H "Authorization: Bearer rv_live_..." \
-H "Content-Type: application/json" \
-d '{
"analysis_id": "analysis_abc123xyz",
"template": "rbi",
"format": "pdf",
"metadata": {
"model_name": "Loan Approval Model",
"model_version": "2.3.1",
"model_owner": "Credit Risk Team",
"business_context": "Retail loan underwriting for personal loans up to ₹10 lakhs",
"review_date": "2026-02-01"
}
}'
{
"id": "report_def456",
"analysis_id": "analysis_abc123xyz",
"template": "rbi",
"format": "pdf",
"status": "generating",
"created_at": "2026-02-01T10:30:00Z"
}
Report Templates
RBI Template
The RBI template maps your fairness analysis to the Reserve Bank of India’s guidelines on AI/ML in financial services:
- Section 1: Executive summary with compliance status
- Section 2: Model governance and documentation
- Section 3: Fairness metrics mapped to RBI requirements
- Section 4: Protected group analysis (gender, geography, income)
- Section 5: Explainability assessment
- Section 6: Recommendations and remediation plan
- Appendix: Technical methodology and data sources
SEBI Template
For capital markets applications per SEBI circulars:
- Focus on model risk assessment
- Audit trail documentation
- Performance monitoring requirements
IRDAI Template
For insurance applications:
- Pricing fairness analysis
- Claims processing equity
- Underwriting bias assessment