The tech law ecosystem is broken, and not in the way most people think. We're not lacking regulation. We're lacking rational incentives. And the current structure is actively rewarding companies that treat compliance as a checkbox rather than a practice.
Consider the landscape: regulators are increasingly willing to investigate and fine tech platforms for data practices, algorithmic accountability, and consumer protection violations. That's appropriate. But here's the problem with how enforcement actually works. The penalties often fall heaviest on companies that have already built compliance infrastructure, hired legal teams, and documented their processes. Why? Because those companies create a paper trail.
Meanwhile, smaller competitors with skeletal privacy practices and minimal documentation face lighter scrutiny simply because there's less there to investigate. It's perverse.
The companies spending millions on compliance officers, data governance platforms, and legal reviews are the ones generating discoverable evidence of their decision-making. They're transparent about what they do and why. Smaller players operating in gray areas with minimal institutional memory face proportionally lighter enforcement because regulators have less material to work with and smaller budgets to pursue them.
This inverts what should happen. We should reward institutional diligence. Instead, we're structuring enforcement in ways that make compliance investment feel optional for smaller competitors and expensive for leaders trying to set standards.
Look at how the business-of-law sector is adapting to this. Legal technology vendors are selling "compliance automation" and AI-assisted governance tools. These are marketed as efficiency plays. But they're also creating another layer of complexity that only well-capitalized firms can afford. Mid-market tech companies now face a choice: invest heavily in systems that might generate evidence prosecutors later use against them, or stay lean and hope regulators don't notice.
That's not compliance. That's a gamble.
The real issue is that regulatory enforcement has not kept pace with the speed or scale of tech operations. When a regulator investigating Meta or Google discovers millions of documents related to a data practice, the investigation can take years and cost millions. By design, these investigations are easier to pursue against large companies with documented processes. Scrappy startups with loose practices and minimal paper trails are harder to investigate, so they get investigated less.
This creates a moral hazard. Compliance becomes a luxury good for established players, not a baseline expectation.
What would better incentives look like? Regulators could shift toward outcome-based enforcement rather than document-based investigations. They could establish safe harbors for companies that voluntarily disclose data practices and participate in third-party audits. They could require smaller competitors to meet the same transparency standards as leaders, even if compliance costs are proportionally higher. And they could be transparent about how enforcement resources are allocated and why.
None of this is novel. Other regulated industries have versions of these mechanisms. But tech law is still operating on an enforcement model designed for a different era.
The stakes here matter beyond the tech sector. We're establishing precedents for how regulation actually works in practice, not just in theory. Right now, the precedent is: institutional transparency creates enforcement vulnerability. That's the opposite of what we should be incentivizing.
Companies considering whether to invest in genuine compliance programs are watching this dynamic carefully. The signal they're receiving is not reassuring.
If we want tech platforms to take data practices, algorithmic accountability, and consumer protection seriously, we need enforcement structures that reward those commitments rather than punish them. The current model does neither. It simply punishes transparency while letting opacity slide.
That's not a sustainable approach to regulation. And the industry knows it.