The nearly billion-dollar penalty against Meta for its impact on children’s mental health underscores a problem that extends far beyond one company. When Dr. Megan Moreno and other researchers examine what social media apps can do to support child wellbeing, they are really asking a harder question: are these platforms built with the same rigor and accountability we demand from software in healthcare, finance, or other high-stakes industries?
The answer, increasingly, is no. Most social media applications were architected for scale and engagement, not for the safety systems that need to run continuously in production. Features meant to protect minors, moderate content, and flag harmful interactions are often bolted onto platforms after the fact, treated as secondary rather than foundational. They lack the security hardening, systematic testing, and long-term monitoring that production software in regulated industries must have. When a financial system fails, auditors investigate. When a healthcare app goes down, patient safety is at risk. But social platforms often treat safety features as an afterthought, something to improve when regulators or public pressure demands it.
Building systems that genuinely support child safety requires a different approach. It means designing safety into the architecture from the start, not patching it in later. It means treating data protection and content moderation as core infrastructure, not cosmetic add-ons. It means testing these systems under real-world load, monitoring them in production, and updating them as threats evolve. It means understanding that an AI model recommending content to a young user is not a demo or an experiment; it is software that has to be audited, versioned, and maintained for years.
This is not a small engineering problem. It is a fundamental rethinking of how technology platforms are built when children are the users and their wellbeing is the measure of success. Companies that want to get this right have to move beyond the startup mentality of shipping fast and breaking things. They need the kind of production software discipline that has been standard in other industries for decades: architecture first, security always, built to be owned and understood years later.
If your organization is building or rethinking technology that affects vulnerable populations, the path forward is clear. You need engineering partners who understand production systems, not just AI or features. You need teams that can design safety into the foundation, secure it at every layer, and maintain it in the real world. Thinking about AI or custom software that has to hold up in production, not just demo well? Start a conversation with ABIE. Email [email protected] and tell us what you are trying to build.