Trust & Governance

Sovereign AI built for Indian financial institutions.

Trust in regulated financial services cannot rely on vendor promises. It requires verifiable architecture: models you own, data that never leaves India, policy gates evaluated before every action, and complete audit records your risk committee can inspect.

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Architecture & Accountability

The six pillars of Vaman trust.

Engineered from first principles to ensure your institution maintains sovereign authority over every model, action, and record.

Sovereignty

Complete Model & Data Ownership

You own your trained model weights, prompt libraries, outputs, and logs. Your proprietary data never trains external or shared models. If your contract ends, you retain all models and data.

Residency

Indian Data Residency

Vaman operates exclusively inside India — deployed within your dedicated cloud environment (AWS, Azure, or GCP India regions) or on-premise in your private data centre.

Governance

Policy Controls Configured for Your Rules

Guard checks every AI action before it executes. Workflows run strictly under controls configured to help enforce your approved policies, with human approvals and kill switches always accessible.

Auditability

Immutable Audit Trail

Ledger records every message, voice interaction, recommendation, model version, and policy decision with tamper-evident timestamps. Readily exportable for risk committees and inspection.

Security

Enterprise-Grade Cryptography & Access

AES-256 encryption for data at rest and TLS 1.3 in transit. Enforced role-based access control (RBAC), regular vulnerability scanning, and alignment with ISO/IEC 27001:2022 information security principles.

Human Control

Human-in-the-Loop & Kill Switches

Agents handle operational legwork while critical and exception decisions remain with your qualified personnel. Any agent can be paused instantly per workflow or institution-wide.

Compliance & Conduct

Controls configured to help enforce your approved policies.

Vaman does not claim generic or automated regulatory compliance. Instead, our platform empowers your institution with deterministic controls, rule-evaluation engines, and transparent logs to help operationalize your compliance team's approved policies:

1

Outreach Timing & Window Checks

Configurable time-of-day barriers enforce borrower contact boundaries at the exact instant of transmission, preventing late or premature calls.

2

Approved Message Scripts & Tone Gates

AI interactions adhere strictly to pre-approved communication templates and sentiment boundaries, blocking aggressive or non-standard phrasing.

3

DPDP Data Minimization

Access to customer identifiers and sensitive financial data is gated by role-based tokens, fulfilling purpose-limitation and minimization requirements under India’s Digital Personal Data Protection Act.

4

Vendor Outsourcing Inspection Access

Our platform contracts and operational runbooks provide designated inspection access to your internal audit teams and supervisory examinations.

Inspect our governance architecture.

Schedule a confidential technical review with our engineering and risk team to inspect our deployment models, policy controls, and audit mechanisms.

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