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India Proposes DEPA Framework to Train AI on Sensitive Data with Privacy Safeguards

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India Proposes DEPA Framework to Train AI on Sensitive Data with Privacy Safeguards

Analysed 30 Oct 2026·2 sources analysed·Bangalore, India·Technology
India Proposes DEPA Framework to Train AI on Sensitive Data with Privacy SafeguardsPreviousNext

India's Ministry of Electronics and Information Technology (MeitY) has proposed the Data Empowerment and Protection Architecture (DEPA) for AI Training, a framework enabling AI model training on sensitive data from hospitals, banks, and public agencies without exposing raw data. Developed with the iSPIRT Foundation, DEPA uses secure data environments and privacy measures to unlock economic value while protecting privacy. Consultations will precede its legal implementation, aligning with India's upcoming data privacy law, the Digital Personal Data Protection Act.

Sentiment
65%
TBN's observations

First-hand measurement across 2 sources

We measured how 2 outlets covered this story. No outlet gave this story a measurable political slant — there is no left–right reading to report. Overall sentiment is positive (65/100). Lens Score 47/100.

Outlets measured: mint, businessstandard. See how each one headlined and framed the same story in the source comparison below.

AI analysis of 2 sources · Published under editorial oversight by The Balanced News
Analysed 30 Oct 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Sentiment — Positive (65/100)

Sentiment was consistent across outlets (55–75/100), indicating broadly factual reporting rather than editorialising.

Coverage timeline

businessstandard broke this story on 30 Oct, 12:36 pm. Other outlets followed.

30 Oct, 12:36 pm2 sources · 2 h30 Oct, 02:27 pm
  1. 1
AI analysis by the TBN Bias Engine · beat methodology byAshwin Alsi· Technology Editor· editorial standards byOjas Kale
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businessstandard30 Oct, 12:36 pm
India proposes framework to unlock data for AI training, protect privacy
  • 2
    mint30 Oct, 02:27 pm
    India bets on 'sealed rooms' to train AI on sensitive data without exposing it
  • Who's involved

    Institutions and figures named across source coverage.

    Government
    NITI AayogReserve Bank of IndiaMinistry of Electronics and Information Technology
    Corporate
    HDFC Bank

    Story context

    Category
    Tech
    Location
    Bangalore, India
    Sources analysed
    2
    Last analysed
    30 Oct 2026
    Key entities
    Ministry of Electronics and Information TechnologyStartup companyArtificial intelligenceIndiaISPIRTHDFC BankThink tankElectronicsBangaloreReserve Bank of IndiaDEPASmall and medium-sized enterprises