Instrument 63 | L. NPCI / UPI / Financial AI

TECHNICAL PAPERTECHNICAL MATERIAL

NPCI - Sense and EWS - Agentic Observability Platform

NPCI2026Technical MaterialPayments

AI / PRIVACY / CYBER RELEVANCE

Useful implementation evidence for agentic AI in critical payment infrastructure and human-governed automated response.

AI: Very HighPrivacy: ModerateCybersecurity: Very High

READ FIRST

  • Agentic observability
  • EWS
  • predictive detection
  • human-approved remediation

PURVIEW

Describes an agentic observability and early-warning architecture for payment infrastructure, combining large-scale telemetry, predictive detection, reasoning and controlled response. This raises classic governance requirements, human oversight, bounded authority, traceability, reliable signals, audit logs and secure access, even where the document itself is technical rather than regulatory. It is therefore useful as an implementation example of how AI can be deployed in critical infrastructure while preserving operational control and cybersecurity accountability.

Classification and legal status. Technical/industry paper; non-binding.

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Keywords

agentic AIobservabilityearly warninghuman oversight

Source note

NPCI technical white paper reviewed.

Legal status indicates whether this resource is legislation, delegated regulation, regulatory direction, guidance, policy, research or technical material. Inclusion in this library does not by itself make a document legally binding.

This tool provides research navigation only and does not constitute legal advice or a determination of legal applicability.

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