From Das Kapital to Data Capital: AI as a potential new frontier for the exploitation of the working class

The digital revolution was sold to us as a tool for liberation. Instead, it’s becoming the ultimate weapon for boss-class surveillance and the extraction of ‘data capital’.

​The relationship between capital and labour has undergone a fundamental shift since Karl Marx put pen to paper for Das Kapital. Marx famously analysed how the ruling class extracts ‘surplus value‘ through wage labour, leaving workers alienated from the very things they produce. ​In 2026, the battlefield has shifted.

Capitalism no longer just wants your physical strength or your time; it wants your data. Artificial Intelligence (AI), powered by the vast datasets we generate every second, has become the engine of modern production. But AI isn’t just about automating tasks; it is commodifying our very lives to create a new, invisible regime of exploitation.

​From the factory floor to the digital stream

​Marx’s analysis was rooted in the soot and grime of the factory system. There, mechanisation was used to squeeze every drop of value out of the worker, subordinating human beings to the relentless rhythm of the machine. By the 20th century, Taylor’s ‘scientific management‘ and Ford’s assembly lines had turned human movement into a metric, stripping away worker autonomy in the name of efficiency.

​Fast forward to the digital age, and we aren’t just looking at an upgrade; we’re looking at a total transformation. Industrial machines turned labour into mechanical motion, but AI turns labour into data streams.

​Data is the new raw material, harvested through the sensors, apps, and platforms that now permeate our daily lives. This extraction doesn’t end when you clock off. It follows you into your social interactions, your shopping habits, and your rest. The line between work and life has been erased. Every click and swipe feeds the predictive models that shape our world, all while the logic of profit remains hidden behind a “neutral” digital interface.

The rise of ‘Algorithmic Taylorism’

​In the industrial era, exploitation was easy to spot: long hours, dangerous conditions, and broken bodies. Today, it hides behind the “fetishism of technology.” We are told these systems are “efficient” or “helpful” (which they are), but they are also designed to naturalise surveillance, not merely to improve efficiencies and quality of life.

​This is ‘Algorithmic Taylorism.’ In Amazon warehouses and across the gig economy, workers are tracked by devices that set impossible targets and monitor productivity in real-time. Falling short doesn’t just mean a stern word from a foreman; it triggers automated disciplinary actions. Apps like Uber and Deliveroo use opaque algorithms to assign jobs and set prices, leaving workers with zero control and total insecurity.

​Even white-collar workers aren’t safe. AI is already gutting routine tasks in accounting and law. While the bosses talk about “upskilling,” the reality for many is increased precarity and the loss of professional dignity.

Can AI work for the people?

​It is vital to remember that AI itself isn’t the enemy; the capitalist structures controlling it are. If governed by the people, these tools could be transformative. As with everything, the problem is not inherently in the technology itself but rather in the misuse of these advances by the 1% to further serve their own interests. The material conditions documented throughout the history of capitalism bear witness to this fact.

Predictive maintenance could stop workplace accidents before they happen. Automated scheduling could, in theory, support a genuine work-life balance. Real-time analytics could even be used by workers to expose wage gaps and algorithmic bias.

​However, without the redistribution of these productivity gains, “efficiency” is just a polite word for “speed-up.” If the benefits of AI aren’t shared through higher wages and shorter hours, it will only serve to deepen the inequalities Marx warned us about over a century ago.

​Time for a digital class struggle

​Traditional trade unionism, focused solely on pay and hours, is no longer enough. The unions of the 21st century must become digital insurgents. We need to fight for:

• Data Rights: Workers must own the data they generate
• Algorithmic Transparency: An end to “black box” management; workers have a right to know how they are being evaluated
• Democratic Deployment: Workers must have a veto over how technology is introduced into their workplaces

While the EU’s AI Act offers a starting point, enforcement remains a joke in many parts of the global south. Transnational solidarity is the only way to confront a digital capitalism that knows no borders.

AI will not liberate the working class on its own. Without a radical shift in power and a demand for data justice, it will simply become the most sophisticated tool for control ever devised. The struggle for the means of production has become a struggle for the means of prediction. We must win it.

Featured image via the Canary

By Thanasi Hassoulas

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