Data Collaboration Meets Privacy: Snowflake and OneTrust Enhance Consent Management for AI

Tuesday, 28 April 20267 min read1 views

Snowflake and OneTrust have partnered to integrate consent signals directly into data collaboration workflows, addressing critical privacy concerns, especially with the rise of AI. This collaboration aims to provide marketers with tools to manage data ethically while leveraging its potential.

What Happened

•Snowflake has integrated consent signals from OneTrust into its Data Cloud platform, announced on 28 April 2026.
•This integration allows data users to automatically filter or restrict access to data based on individual consent preferences.
•The partnership aims to facilitate secure and compliant data collaboration, particularly for AI model training and activation.
•It provides a mechanism to prevent unconsented data from being used in AI models, mitigating significant compliance risks.
•The system offers granular control over data usage, respecting user privacy choices across various applications.

Why It Matters for NZ Marketers

•New Zealand marketers face increasing scrutiny over data privacy, with potential future regulatory changes aligning with global standards.
•The ability to prove consent for data used in AI is crucial for maintaining consumer trust in a market valuing privacy.
•NZ businesses can leverage this to participate in secure data collaborations without compromising local privacy expectations.
•It offers a pathway for NZ brands to responsibly adopt AI, ensuring their models are built on ethically sourced and consented data.
•This solution helps mitigate the risk of brand damage and regulatory penalties associated with privacy breaches in data-driven campaigns.

Strategic Implications

•Prioritise investment in robust consent management platforms to future-proof data strategies.
•Develop clear internal policies for data governance, ensuring all data used, especially for AI, has explicit consent.
•Explore secure data clean rooms and collaboration tools that embed privacy-by-design principles.
•Educate marketing teams on the importance of consent signals and their direct impact on campaign effectiveness and compliance.
•Position your brand as a leader in ethical data practices to build stronger consumer relationships and competitive advantage.

Future Trend Signals

•The convergence of data platforms, privacy tools, and AI will become standard for compliant marketing.
•Increased demand for 'privacy-enhancing technologies' (PETs) that enable data utility without sacrificing individual rights.
•AI models will increasingly require auditable consent trails for their training data to ensure ethical development.
•Data collaboration will evolve to be consent-driven, moving beyond simple anonymisation to active permission management.

Sources

Snowflake helps unlock data collaborations with consent signals from OneTrust — Marketing Dive

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