Closing the Implementation Gap: Why Real Child Safety Requires Real Technology
Policy and Regulation

Closing the Implementation Gap: Why Real Child Safety Requires Real Technology

5 min

For the first time in decades, governments around the world are aligned on an urgent priority: protecting children online. Legislators in the U.S., Europe, Asia-Pacific, and beyond are passing bills that require age assurance, safer product design, risk mitigation, and new duties of care for digital platforms. On paper, this is progress. But in practice, we face a familiar problem—one I’ve spent my career solving in industries from healthcare to finance to digital systems: Legislation creates obligations, but it does not create capability. Right now, we have ambitious child online safety laws, but the infrastructure required to implement them simply does not exist inside most platforms. This implementation gap is where safety breaks down—and where children continue to be harmed despite the best intentions of policymakers. This gap is also exactly why we built ChildSafe.dev and RoseShield.


The Real Problem: Regulations Are Outpacing Technical Readiness


Across all political lines, states and countries are introducing age-verification laws, children’s data protections, and platform safety mandates. Yet they share one critical flaw:

they rarely define how platforms are expected to implement any of it. This leads to several predictable outcomes:


1. ID-based age verification doesn’t work


Most minors don’t have IDs. Many adults don’t either. And requiring IDs pushes the burden—not onto children—but onto every adult who wants to access the internet.


2. “Commercially reasonable” verification is vague and dangerous


This term appears in bill after bill. But “commercially reasonable” can mean anything from:

  1. privacy-invasive biometrics
  2. inaccurate AI face estimation
  3. credit card checks
  4. third-party data matching

None of these approaches are consistently safe, inclusive, or technically reliable—and some increase discrimination against vulnerable groups.


3. Privacy and civil liberties are at risk


Many proposed solutions require:

  1. large stores of identity data
  2. biometric comparisons
  3. irreversible linking of real identity to online presence

This undermines anonymity and increases the risk of major data breaches.


4. Loopholes still let minors access harmful content


Even the “best” verification models today can be bypassed with:

  1. a parent’s ID
  2. a borrowed credit card
  3. a fake selfie
  4. a VPN

Meaning the legislation, as written, often cannot achieve its goals. As someone who has spent decades building and fixing operational systems, I’ll say this plainly:

The technology most lawmakers assume already exists does not exist. At least—not in a form that is scalable, private, accurate, and safe for global adoption. This is the implementation gap. And closing it requires more than policy. It requires infrastructure.


Where ChildSafe.dev Fits In: Building the Infrastructure Legislation Assumes


At The Proudfoot Group and ChildSafe.dev, our work is grounded in execution and operational reality, not theory. Legislators can set standards, but companies need tools—clean, standardized, privacy-preserving tools—to meet those standards. ChildSafe.dev was created for that exact purpose. **We don’t write regulation. We operationalize it.** Our role is to build the missing technical layer that makes compliance possible.


RoseShield: The Technology That Makes Safety and Regulation Work Together


While most global legislation focuses on age verification, identification, and access control, what regulators actually want—and what parents desperately need—is something deeper:

proactive risk detection, early intervention, and safer defaults for children. That is precisely what RoseShield delivers.


1. Behavior- and context-based risk detection


Unlike age-verification systems that depend on IDs or biometrics, RoseShield evaluates:

  1. grooming patterns
  2. predatory behavior
  3. contextual risk signals
  4. harmful content pathways
  5. dangerous account interactions

It does not require storing identity, biometrics, or personal data. This aligns with:

  1. GDPR
  2. the Digital Services Act
  3. the UK Online Safety Act
  4. COPPA modernization proposals
  5. KOSA’s duty-of-care framework

Regulators want proactive protection without privacy violations. RoseShield was engineered for exactly that balance.


2. Privacy-preserving age assurance


ChildSafe.dev provides platforms with lightweight, standards-aligned age-assurance tools that:

  1. don’t require identity documents
  2. don’t store sensitive data
  3. don’t break anonymity
  4. don’t discriminate against users without IDs or credit cards

This fills the gap left by legislation that calls for age differentiation but offers no workable method for achieving it.


3. Built-in auditability and regulator-ready evidence


Most platforms today cannot demonstrate compliance. RoseShield generates:

  1. risk assessments
  2. intervention logs
  3. safety evidence packs
  4. consistent documentation regulators increasingly demand

This makes it possible for platforms—large and small—to comply with complex global laws through a single, unified framework.


Why This Matters: Safety Doesn’t Scale Without Infrastructure


The world is finally taking child safety seriously, but regulation without implementation simply moves the problem around. I’ve seen this pattern in every operational domain I’ve worked in:

  1. Healthcare regulations without systems create paperwork, not patient safety
  2. Financial regulations without controls create liability, not stability
  3. Privacy regulations without technical safeguards create fear, not protection

And online safety is no different. Legislators can mandate change. But only technology can deliver it. Without tools like RoseShield and the broader ChildSafe.dev suite, platforms will face:

  1. inconsistent compliance
  2. unsustainable cost
  3. privacy risks
  4. unintentional exclusion
  5. and, most importantly—continued harm to kids

With the right infrastructure, however:

  1. safety becomes standardized
  2. compliance becomes achievable
  3. privacy becomes preserved
  4. risk becomes manageable
  5. and children become meaningfully protected

This is the future we are building toward.


Conclusion: Closing the Gap Requires Execution, Not Just Vision


We don’t need more legislative ambition—we already have it. We need implementation capability. That’s why ChildSafe.dev exists. And that’s why we built RoseShield.

We are not trying to replace global regulation. We are creating the infrastructure that makes regulation work—practically, safely, and at scale. Because children deserve more than political debate. They deserve systems that protect them in real time. And those systems finally exist.

Dr. Gosch Loy Ehlers III

Chief Operating Officer, The Proudfoot Group
Operational Leadership at The Proudfoot Group Dr. Ehlers orchestrates the operational machinery that enables ChildSafe.dev's mission at scale, focusing on building the infrastructure required to deploy child safety technology across defense, government, and commercial environments.
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