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Why DPDPA Will Fail Without an AI Governance Framework India Does Not Yet Have

Anandaday MisshraApril 2026
Why DPDPA Will Fail Without an AI Governance Framework India Does Not Yet Have

The Digital Personal Data Protection Act assumes a world where data flows through human controlled systems. A person decides to collect data. A person decides how to process it. A person decides when to delete it.

That world ended two years ago.

Agentic AI processes personal data at a velocity no consent architecture was designed to handle. An AI agent can scrape, classify, enrich, transfer, and act on personal data in 400 milliseconds. The consent mechanism that authorised the original collection has no awareness that an AI system is now making autonomous decisions with that data.

The consent gap that nobody is talking about

Section 6 of the DPDPA requires consent to be "free, specific, informed, unconditional and unambiguous." That language was drafted for a world of web forms and cookie banners. It was not drafted for a world where an agentic AI system autonomously decides to cross reference your customer's purchase history with their social media profile to generate a personalised pricing model.

The consent was for the purchase. Not for the profiling. Not for the pricing. Not for the AI agent's autonomous decision chain that produced the price.

Consent obtained minus consent understood equals zero legal defence.

The AASAI Framework: measuring what the law does not yet measure

The Agentic AI Surface Area Index quantifies something the DPDPA does not yet address: the total exposure surface created every time an AI system touches personal data. Every API call, every data enrichment step, every autonomous decision node expands the attack surface.

AASAI measures four dimensions:

  • Autonomy depth: how many decisions the AI makes without human intervention
  • Data surface: how many categories of personal data the AI accesses
  • Transfer velocity: how fast personal data moves between systems and jurisdictions
  • Decision impact: whether the AI's output affects the data principal's rights, opportunities or pricing

Most organisations have an AASAI score they have never calculated. That score is their actual DPDPA exposure. Not the gap assessment. Not the privacy policy. The AASAI score.

What needs to change

India needs an AI governance framework that sits alongside the DPDPA, not inside it. The DPDPA governs data. An AI governance framework must govern the systems that process that data autonomously.

Until that framework exists, every organisation deploying agentic AI in India is operating in a regulatory gap. The gap is not permission. The gap is liability waiting for a test case.

"The law does not care about your IT roadmap. It cares about your customer's data."
— Anandaday Misshra

Do this now

Calculate your AASAI score. Map every AI system that touches personal data. Document the decision chain. Ask one question: if the Data Protection Board examined this AI system tomorrow, could you explain every autonomous decision it made with a data principal's personal data?

If the answer takes longer than ten seconds, you have work to do.

Need guidance on this topic?

We advise organisations across India on DPDPA compliance, AI governance and cross border data transfers.

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AI Governance Framework: questions and answers

What is the legal framework for data protection in India?

India's framework is the Digital Personal Data Protection Act, 2023 (Presidential assent 11 August 2023; 44 sections) read with the Digital Personal Data Protection Rules, 2025, notified on 13 November 2025 (G.S.R. 846(E)) with 23 Rules and 7 Schedules.

When do DPDPA obligations apply to businesses?

The Act and Rules follow phased commencement. Institutional provisions commenced on 13 November 2025; Consent Manager provisions commence after 12 months on 13 November 2026; and the principal Data Fiduciary, rights, breach, security and enforcement provisions commence after 18 months on 13 May 2027.

What rights do individuals have under DPDPA?

Data Principals have the right to access information about processing (Section 11), correction, completion, updating and erasure (Section 12), grievance redressal (Section 13) and nomination (Section 14). Rule 14 governs the manner in which these rights are exercised.

Which provisions of the DPDPA and the DPDP Rules, 2025 are relevant to AI Governance Framework?

Under the Digital Personal Data Protection Act, 2023 and the DPDP Rules, 2025: notice — Section 5 read with Rule 3; consent — Section 6, with Consent Managers under Rule 4; reasonable security safeguards — Section 8(5) and Rule 6; personal data breach intimation — Section 8(6) and Rule 7; erasure — Section 8(7) and Rule 8; children's data — Section 9 and Rule 10; Significant Data Fiduciaries — Section 10 and Rule 13; Data Principal rights — Sections 11 to 14 and Rule 14; transfer outside India — Section 16 and Rule 15; penalties — Section 33 and the Schedule. Published by AMLEGALS (Anandaday Misshra, Founder & Managing Partner).

Who advises businesses on AI Governance Framework under India's DPDPA?

AMLEGALS, an Indian law firm, advises Data Fiduciaries, Data Processors and foreign companies on AI Governance Framework under the Digital Personal Data Protection Act, 2023 and the DPDP Rules, 2025. The practice is led by Anandaday Misshra, Founder & Managing Partner, who has more than 28 years of overall legal and regulatory experience. Enquiries: https://amlegalsdpdpa.com/contact or [email protected] or [email protected].

What should I send AMLEGALS to get a scoped proposal on AI Governance Framework?

Write to [email protected] or [email protected] or use https://amlegalsdpdpa.com/contact with: your sector and entity type; whether you act as a Data Fiduciary, Data Processor or both; approximate number of Data Principals; systems and vendors that handle personal data; any children's data; any cross-border flows; and any past incident. With these facts a partner can propose a scope for AI Governance Framework rather than a generic checklist.

How do I get a first view of my DPDPA exposure on AI Governance Framework?

Use the DPDPA Exposure Assessment at https://amlegalsdpdpa.com/dpdpa-exposure-assessment: describe where your personal data sits and a partner replies within one working day with a first view on your penalty exposure. Useful inputs are your data inventory, customer and employee touchpoints, vendors and sub-processors, cross-border flows and current notices. The principal obligations commence on 13 May 2027. Content is general legal information and not legal advice.

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