Is Big Tech Actually a Big Problem? Examining Scale, Power, and Privacy

Big Tech has developed an image problem. The companies once celebrated as saviors of the Western economy, pioneers of the information age, and engines of innovation now find themselves mired in negative press, government investigations, and growing public distrust.

As one example, the Austrian Data Protection Authority ruled that Google Analytics violates GDPR, a decision with far-reaching implications for businesses across Europe.

What changed? Did we finally learn the truth about these companies, or has something else shifted the balance against these former heroes?

Big Tech vs. Big Scale

Being massive does not automatically equate to being evil. Edward Abbey wrote that "Growth for the sake of growth is the ideology of the cancer cell," but not everything large is necessarily harmful.

Consider that these companies function precisely because of their enormous scale. Social networks need critical mass to be useful. E-commerce platforms need huge inventory to offer competitive prices. Hardware manufacturers need volume to keep prices accessible. Scale is simply the business model required for certain types of companies, and profitability at scale is not inherently wrong.

These companies grew enormous partly because they found ways to serve people effectively. We collectively chose to adopt them. Nobody forced us to share thoughts on social media, click search engine ads, or buy from online marketplaces. Appealing features drew us in and kept us there.

Even as troubling information surfaces -- antitrust lawsuits, data breaches, and revelations about negligent practices -- these platforms rarely suffer meaningfully in either user engagement or advertising revenue.

So the issue is not size itself. The real concern is what these companies do with the power that accompanies their scale.

Big Tech vs. Big Power

Politicians and regulators regularly argue that Big Tech should be broken up. However, economists lack consensus on whether fragmenting five major companies into dozens of smaller ones would benefit or harm consumers.

Yet each of these corporations has been accused of monopolistic behavior: brutalizing suppliers, engaging in predatory pricing, exercising heavy-handed control over platforms they profit from, and participating in repeated privacy scandals. As they absorb more market share through acquisitions and outspending competitors, smaller companies find it increasingly difficult to compete.

Social platforms have become so embedded in society that they wield enormous influence. They can silence elected officials (whether justifiably or not) while doing little to combat harmful misinformation.

Power, like scale, does not automatically create evil. Some companies use their influence and resources for genuine good. But unchecked power consistently opens the door to abuse, especially when the interests of a small group of shareholders are prioritized over consumers and the general public.

Big Tech vs. Digital Privacy

For the privacy-focused analytics community, this issue hits closest to home. Privacy-respecting analytics tools compete with Google Analytics on the premise that people genuinely care about protecting digital privacy -- both their own and that of their website visitors. The fundamental belief is that people should pay for software with money, not with their personal data.

Big Tech products achieved massive adoption primarily because they cost nothing in monetary terms. Google and Facebook platforms are free to use because their real business model is harvesting and monetizing user data. This explains why an estimated 86% of websites use Google Analytics -- it carries no sticker price. But "free" carries hidden costs: since Google Analytics has been ruled illegal in several EU jurisdictions, using it can now result in fines worth millions.

Data collection is not inherently wrong. Privacy-focused analytics tools also collect data -- that is the entire point of web analytics. The difference lies in practicing anonymization and minimization: not wanting to know personal details about visitors, not tracking individuals, and instead working with aggregate data collected with privacy as a priority.

A major problem with extensive data collection is that data leaks happen constantly. Big Tech is not immune to breaches, and the more data that gets collected, the more that can be exposed.

Another issue is transparency. Big Tech companies are not forthcoming about exactly what they collect, how they use it, or how much revenue each user generates. We notice retargeted shoe ads following us around the web, but the full scope of data collection remains opaque.

The final issue concerns consent. We were never given the option to opt in to surveillance capitalism. We were only recently offered inadequate opt-out mechanisms. Terms of service that nobody has the time or expertise to read were presented as take-it-or-leave-it agreements.

Whether Big Tech uses collected data to provide genuine value or to exploit users and reshape opinions remains unknowable. Without transparency about what is collected and how it is used, the true nature of data-driven business models stays hidden.

Data collection at massive scale inevitably captures sensitive information. Searching for baby products one day and dealing with a miscarriage the next. Looking at wedding venues then experiencing a breakup. Each person should decide for themselves what data is innocuous and what is sensitive.

Conclusion

Immense scale, concentrated power, and extensive data collection do not automatically make a company evil, but each of these factors creates numerous paths toward corruption and abuse.

Big Tech promised to change the world, and it did -- just not in the purely altruistic ways originally advertised. The core problem is a lack of transparency about business models and insufficient accountability around the exercise of power.

Regulatory frameworks addressing data ownership, transparency, competitive practices, and power could help constrain the worst impulses without necessarily requiring these companies to be broken apart.

Perhaps this is all temporary. Even the Roman Empire eventually collapsed under its own weight. Remember when Microsoft's market dominance was the primary concern? Or when MySpace, AOL, Netscape, and Yahoo seemed too powerful to fail?

Maybe it is simply a matter of waiting these companies out and hoping the next dominant players behave better. In the meantime, thoughtful policy and litigation could make a meaningful difference -- not just for today's tech giants, but for whatever comes next.