Scientia Infotech and Engineering Solutions

In their own words

hAIniel — The Runtime AI Governance Layer for Regulated EnterpriseshAIniel (AI Governance and Risk Control System) is a runtime AI governance platform designed for regulated industries including banking, financial services, insurance, government, and critical infrastructure.As organizations deploy Generative AI across customer service, compliance, risk management, credit assessment, and operational workflows, a new challenge emerges: how to ensure AI-generated decisions remain compliant, explainable, auditable, and regulator-ready in real time.hAIniel addresses this challenge by acting as a governance layer between AI systems and business users.Every AI-generated response passes through a comprehensive governance pipeline before reaching a decision-maker. The platform continuously evaluates outputs for regulatory compliance, factual accuracy, hallucination risk, policy violations, jurisdictional requirements, and operational controls. Each decision is monitored, verified, evidenced, and permanently recorded to create a complete audit trail.Core capabilities include:Runtime AI governance and policy enforcementContinuous policy enforcement and evidence-based compliance validation aligned to RBI, SEBI, IRDAI, DPDP, FATF and internal bank governance frameworks.Hallucination detection and automated remediationHuman-in-the-loop escalation workflowsSovereign AI and controlled LLM routingImmutable audit ledger and decision reconstructionEnterprise-grade role-based access control (RBAC)Evidence-linked compliance verificationFull decision traceability and governance reportingUnlike traditional AI governance approaches that focus primarily on model approval and documentation, hAIniel governs AI at the moment decisions are made.This enables financial institutions to deploy AI confidently across high-risk use cases such as credit analysis, regulatory reporting, customer advisory services, fraud operations, compliance investigations, and policy interpretation while maintaining complete visibility and control.For institutions such as banks, hAIniel provides a defensible governance framework where every AI-assisted decision can be traced back to its source evidence, governing regulation, policy version, model version, and approval workflow.Every AI decision. Governed. Evidenced. Auditable.

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