The Digital Personal Data Protection Act, 2025 sets a clear framework for consent, accountability, and governance—reshaping how businesses handle personal data in an AI-driven economy.
India’s digital economy is at an inflection point. With over a billion citizens online and enterprises accelerating AI-led transformation, the need for a robust data protection framework has never been greater. The recent notification of the Digital Personal Data Protection (DPDP) Act, 2025 marks a watershed moment, introducing a structured regime for how personal data is collected, processed, and safeguarded.
The DPDP Act is not just a compliance mandate—it’s a blueprint for trust in a hyper-connected economy. By defining clear expectations around consent, storage, breach communication, and accountability, the law provides businesses with a stable pathway to modernize their data practices while protecting user rights.
Why DPDP Matters Now
According to industry analysts, India’s digital participation is expanding at a scale few countries can match. From banking and healthcare to manufacturing and e-commerce, personal data flows underpin every interaction. Yet, fragmented governance and inconsistent security practices have left gaps that adversaries exploit. The DPDP Act addresses these challenges head-on, introducing a phased rollout that allows organizations to upgrade systems, train teams, and embed governance without disrupting operations.
As Karan Kirpalani, Chief Product Officer at Neysa.ai, explains: “We welcome the notification of the DPDP Rules, which offer India’s digital ecosystem a clear structure for handling personal data. The framework sets defined expectations for consent, storage, processing, and accountability, giving organizations a stable pathway for compliance. The phased rollout allows enterprises to review their data architecture, map information flows, and strengthen internal controls in a systematic and uninterrupted manner.”
“Strong data practices are the foundation of every successful AI initiative, and the DPDP Rules reinforce the principles of transparency, control, and accountability.”
— Karan Kirpalani, Chief Product Officer, Neysa.ai
AI and Data Governance: Two Sides of the Same Coin
India’s AI adoption curve is steep. From predictive analytics in healthcare to generative AI in retail, workloads are growing in complexity and density. This makes clarity on data responsibilities central to building secure and dependable AI systems.
Kirpalani adds: “The DPDP Rules encourage organizations to align security, governance, and lifecycle management with the realities of growing AI workloads, distributed compute environments, and high-density digital interactions. At Neysa, we see this as a timely and important development. Strong data practices are the foundation of every successful AI initiative.”
Neysa’s AI acceleration cloud, Velocis, exemplifies this approach—helping enterprises gain visibility into data environments, enforce governance at scale, and build AI-ready infrastructure.
Impact on Deep-Tech and Manufacturing
For India’s deep-tech ecosystem, DPDP is more than a compliance checklist—it’s a competitive advantage. Ankit Kedia, Founder & Lead Investor at Capital-A, notes:
“The DPDP Rules come at a time when India’s digital economy is scaling on real industrial use-cases. The framework brings clarity to how personal data is collected, stored, and processed, and pushes organizations to build stronger internal systems. It sets the tone for a more disciplined and transparent data culture across sectors.”

Manufacturing and robotics firms increasingly rely on connected systems where worker and operational data flow into automated processes. In such environments, trust becomes a differentiator. Kedia emphasizes: “For deep-tech founders working at the intersection of engineering, AI, and hardware, a structured data regime improves reliability, model performance, and the credibility of the IP they create. DPDP will help Indian deep-tech companies meet global standards and scale with confidence.”
Security and Compliance: A Leadership Imperative
The DPDP Act elevates data protection from an IT function to a boardroom priority. It mandates clear consent pathways, breach notifications, and retention norms—placing accountability squarely on leadership.

Ashish Tandon, Founder & CEO of Indusface, underscores this shift: “The DPDP Act notification gives India’s digital ecosystem a clear and workable structure for responsible data handling. It introduces a disciplined approach to consent, breach communication, and data retention. This brings much-needed clarity at a time when digital participation is expanding across every sector.”
Tandon sees the phased rollout as an opportunity: “It allows organizations to prepare with intent by upgrading systems, training teams, and strengthening internal governance. India operates digital networks at a scale few countries manage, and a structured law creates a strong foundation for future growth.”
Key Provisions Businesses Must Note
- Consent-Centric Framework: Explicit consent for data collection and processing, with easy withdrawal options.
- Data Fiduciary Obligations: Clear accountability for entities handling personal data, including breach reporting.
- Cross-Border Data Flow: Conditions for transferring data outside India, ensuring compliance with global norms.
- Penalties for Non-Compliance: Significant financial implications for violations, reinforcing the seriousness of adherence.
Opportunities Ahead
The DPDP Act aligns India with global privacy regimes like GDPR, strengthening its position as a trusted digital economy. For businesses, compliance is not just about avoiding penalties—it’s about building trust, improving operational resilience, and enabling innovation.
As AI, IoT, and cloud converge, DPDP provides the guardrails for sustainable growth. Companies that embed privacy into their DNA will not only meet regulatory expectations but also unlock new business models in sectors like fintech, healthtech, and smart manufacturing.
The Road Forward
The notification of DPDP Rules signals a new chapter for India’s digital economy—one where data protection and innovation coexist. Enterprises must act now:
- Audit Data Flows: Map personal data across systems and third-party integrations.
- Upgrade Infrastructure: Implement encryption, access controls, and breach detection.
- Train Teams: Build awareness across leadership and operational layers.
- Leverage Technology: Adopt platforms that enable governance, compliance, and AI-readiness.
As Kirpalani aptly puts it: “Strong data practices are not a compliance checkbox—they are the foundation for trust and innovation in the AI era.”

