Grounded Knowledge Layer
Every response is bound to primary statutory nodes (DPDP Act 2023 & Rules 2025). Deterministic comparison catches phantom citations, numeric mismatches (72h vs 96h), and modal contradictions (may vs must) before synthesis.
Governed AI for India's Digital Personal Data Protection Act.
Pramana binds AI decisions directly to verified statutory provisions, enforces policy-as-code before agent execution, and seals every compliance outcome in a tamper-evident cryptographic receipt.
PRAMANA(प्रमाण) · GOVERN
01 · Gap Check02 · SMB Suite03 · Kiosks & ATMs04 · Tokenizer05 · DPO Chamber06 · Board GuideCORE CAPABILITIES
Three Layers of Deterministic Governance.
Moving from unchecked probabilistic LLM responses to verified statutory evidence.
Governed Execution Gates
Dual-layer enforcement (YAML rule engine + Cedar policy authorization) validates actions before execution. Prevents unbundled consent violations, unauthorized data sharing, and cross-border data leakage.
Cryptographic Audit Trail
Every governance decision — whether approved, blocked, or held for human review — generates a sealed evidence receipt with SHA-256 hash chaining and exportable audit packs for regulatory oversight.
BENCHMARK SCENARIOS
Governance Outcomes Across Regulated Scenarios.
Simulated on Meridian Bank (Synthetic BFSI Benchmark) — showing black-box inputs, decisions, and evidence.
| ID | Scenario | Governance Outcome | Statutory & Operational Impact |
|---|---|---|---|
| S1 | Statutory lookup — DPDP Section 9 (Children's data & parental consent) | APPROVED | Deterministic regulatory resolution against verified KG without LLM hallucination risk. |
| S2 | Cross-department data sharing by customer service agent | BLOCKED | Enforces agent authority boundaries; blocks unauthorized PII movement before execution. |
| S3 | Agent cites a phantom statutory section (Section 47) | HELD FOR REVIEW | Detects non-existent provisions; suspends output to protect institutional credibility. |
| S4 | AI-assisted loan denial on retail customer | HUMAN APPROVAL | Mandatory human sign-off for high-impact automated decisions affecting citizens. |
| S5 | Evidence pack export for Data Protection Board audit | SEALED PACK | Multi-receipt hash-chained evidence bundle exportable for regulatory review. |
INTERACTIVE SUITE
Experience the Showcases in Your Browser.
Explore our 6 client-facing simulators built for Indian businesses, banks, and legal advisors.
Honest Positioning & Legal DisclaimerPramana is an advanced governed AI workflow prototype developed by Annapurna Agentic Solutions for controlled demonstration. Deployment model is single-tenant and customer-hosted (on-premise or private cloud). Regulatory content is founder primary-source checked against official Gazette publications; it does not constitute legal advice, is not legally verified, and does not certify statutory DPDP compliance.
NEXT STEP
Evaluate Pramana for Your Organization.
Schedule a private controlled demonstration or discuss on-premise governance requirements.