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When a federal judge recently allowed a class action against LinkedIn to move forward for allegedly sharing personal data without consent, it underscored a truth that privacy professionals have known for years: even trusted, enterprise-grade platforms can lose sight of what happens beneath the surface of their own digital experience.
The deeper issue:
The case isn’t just about video data or one company’s API design - it’s about visibility. In today’s complex tech stacks, hundreds of tags, SDKs, and pixels execute the moment a page loads or a user engages. Many of these act on autopilot, which means they’re sharing, syncing, or transmitting user data to third parties outside the organization’s control.
Manual audits rarely catch these behaviors, and even the most diligent compliance teams can’t see what happens once data leaves their domain. As this case shows, regulators and plaintiffs’ attorneys can see it, and they’re building claims around those invisible flows.
The new privacy risk equation:
Privacy failures increasingly stem from technical execution, not policy intent. A well-written privacy notice or functioning consent banner is no longer enough. If downstream scripts or ad partners continue to collect data after a user opts out, the company bears the liability, not the vendor.
This is the gap most compliance programs still underestimate: the invisible moment between consent and code.
How companies can respond:
The takeaway:
Privacy risk is shifting from boardrooms to browser windows. The LinkedIn case isn’t an anomaly, it’s a signal. Companies that can demonstrate proof of behavior, not just proof of policy, will be the ones who stay ahead of the next enforcement wave.

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