How do we redesign attribution modeling without third-party cookies to comply with India's DPDP Rules in 2025?

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• Tag AI-generated meeting notes with auto-classification labels (e.g., Confidential – Internal) and apply DLP rules to block external sharing or downloads.
• Enable content inspection in DLP to detect sensitive entities (names, payroll data, Aadhaar/UAN/ESIC references) inside generated text.
• Restrict storage in shared drives using access-based controls and alert on unusual access patterns.
• Add retention + auto-purge rules so notes older than a set period are archived or deleted to reduce exposure.

• Replace all cookie-based identifiers with first-party IDs or short-lived Privacy Sandbox tokens, resolved through a server-side token service.
• Update your analytics SDK to fire events only after consent and translate consent flags into Sandbox-compatible signals before sending.
• Shift to server-side aggregation so only minimal, purpose-scoped data is collected (no third-party cookies).
• Add tests to verify token issuance, expiry, revocation, and fallback behaviour for browsers that don’t support Privacy Sandbox.

• Collect only purpose-critical events (signup, onboarding, KYC errors) and drop all non-essential behavioural data unless users give explicit consent.
• Use first-party IDs with short retention, hash them on the client, and avoid storing raw Aadhaar/UAN/ESIC fields in analytics pipelines.
• Add granular consent gating so analytics events fire only after opt-in; store consent + version in an immutable audit log.
• Build server-side aggregation (no third-party cookies), auto-expire old logs, and run monthly audits to ensure the analytics dataset stays minimal and purpose-bound.

• Inventory all vendor integrations and replace cookie-based IDs with first-party identifiers or Privacy-Sandbox tokens so DPIAs assess real data flows.
• Update your data flow diagrams to show how Sandbox APIs (Topics, Attribution) work and what minimal data reaches each vendor.
• Add a token-scoping layer so vendors only receive purpose-limited, ephemeral tokens never raw identifiers.
• Extend vendor DPIA checklists to confirm token handling, retention, revocation, and consent mapping instead of cookie-based tracking.