Instrument 5 | A. AI Governance / Responsible AI

POLICY / STRATEGYPOLICY DOCUMENT

NITI Aayog - Responsible AI for All: Facial Recognition Technology

NITI Aayog2022Policy DocumentGeneral

AI / PRIVACY / CYBER RELEVANCE

Directly relevant to biometric AI, automated identification and privacy/security risks.

AI: Very HighPrivacy: Very HighCybersecurity: Moderate

READ FIRST

  • Facial-recognition use-case analysis
  • privacy, fairness, consent, accuracy and accountability sections

PURVIEW

Applies Responsible AI analysis specifically to facial-recognition technology, making it one of the most directly relevant policy documents for biometric AI. Its purview includes privacy and consent, proportionality, bias and discrimination, accuracy, false matches, surveillance risks, security, accountability and the consequences of deploying automated identification in public or institutional settings. The paper therefore provides a practical policy lens for evaluating biometric AI against privacy, fairness, necessity, security and human-oversight principles.

Classification and legal status. Non-binding discussion / use-case paper.

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Keywords

facial recognitionbiometricssurveillanceproportionalityconsent

Source note

NITI Aayog official discussion paper reviewed.

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