Worker Info Exchange / ADCU Amsterdam robo-firing and dynamic-pay litigation against Uber and Ola (2020–ongoing)

This is the sustained UK-driver data-rights litigation arc brought by Worker Info Exchange (WIE) and the App Drivers and Couriers Union (ADCU) against Uber and Ola Cabs through the Amsterdam courts, beginning with the original complaint filed in 2020 and running through three linked Court of Appeal judgments on 4 April 2023, a 5 October 2023 €584,000 non-compliance penalty against Uber, and the 20 November 2025 escalation by Stichting WIE International into a frontal collective challenge against Uber's algorithmic pay-setting system. The campaign is the principal sustained piece of UK and European civil-society work testing the proposition that EU General Data Protection Regulation Article 22 — the right not to be subject to a decision based solely on automated processing producing legal or similarly significant effects — operates as a worker-power instrument against the algorithmic management systems that allocate work, set pay, score performance, and trigger dismissals across the platform economy.

Origins: from the 2016 worker-status ruling to the 2020 Amsterdam complaint

The campaign's origin lies in James Farrar's 2016 GDPR data access request against Uber, filed shortly after the 28 October 2016 ruling of the Central London Employment Tribunal in Aslam and Farrar v Uber that Uber drivers were workers rather than independent contractors — a decision later affirmed unanimously by the UK Supreme Court in February 2021. Farrar's subject access request — and Uber's refusal to surrender most of the data sought — established for the original UK gig-driver organising cohort that the operating frontier was no longer the employment-status question but the question of how the platform's algorithms governed the working day and what the workforce could see of them. WIE was incorporated in October 2018 as the technical-legal vehicle for organising around that question, paired with the App Drivers and Couriers Union — the UK trade union whose lineage Farrar and Yaseen Aslam had built out of United Private Hire Drivers and the Independent Workers' Union of Great Britain — as the workforce side of a data-trust model.

In 2020 WIE and ADCU filed the original complaint at the Amsterdam District Court on behalf of UK drivers from London and Birmingham, with the Dutch jurisdiction selected because Uber's European headquarters are in Amsterdam and Ola's European data controller is incorporated under Dutch law. The complaint sought disclosure of how Uber and Ola algorithmically allocated rides, set pay, profiled drivers for fraud, rated their performance, and deactivated their accounts, and asked the court to declare those operations automated decision-making under GDPR Article 22 such that the drivers were entitled to meaningful information about the underlying logic and to challenge the outputs. The drivers were represented by Anton Ekker of Ekker Advocatuur; WIE acted as institutional claimant alongside ADCU. The Amsterdam District Court ruled against the drivers at first instance, and the case proceeded on appeal.

The Managed by Bots report, December 2021

While the appeal was pending, WIE published its signature documentary artefact — Managed by Bots — Data Driven Exploitation in the Gig Economy, released on 13 December 2021 and co-authored by WIE Research Lead Cansu Safak and Director James Farrar with a foreword by Bama Athreya, then a Fellow of the Open Society Foundations. The report is the first sustained civil-society documentation of how seven major gig platforms — Amazon Flex, Bolt, Deliveroo, Free Now, Just Eat, Ola, and Uber — use algorithmic systems to allocate work, set pay, score performance, run fraud-detection facial recognition, and dismiss workers, and how those platforms routinely obstruct workers' attempts to access the underlying data needed to assess fairness or contest decisions. The report's centrepiece case studies — Pa Edrissa Manjang, wrongfully deactivated by flawed facial-recognition, and Aweso Mowlana, falsely flagged for account-sharing through geolocation misinterpretation — became the campaign's documented examples of the "robo-firing" pattern at issue in the Amsterdam litigation.

The report was published as a joint campaign with Privacy International, ADCU, and Big Brother Watch under the Managed by Bots banner, with named cooperation from the Equality and Human Rights Commission and Transport for London. Athreya's foreword framed the findings as the "misclassification 2.0" successor question — the way algorithmic control conceals employment relationships even where workers have already secured statutory recognition — and gave the campaign a register that linked the Amsterdam litigation to the wider US and global platform-labour movement. The campaign's combination of documentary register and litigation register has been its defining operational feature.

The 4 April 2023 Amsterdam Court of Appeal ruling

The Amsterdam Court of Appeal on 4 April 2023 delivered three linked judgments (ECLI:NL:GHAMS:2023:793, 796, and 804) finding for the drivers and reversing the first-instance dismissal. The court held that several Uber and Ola automated processes — ride assignment, dynamic pricing, driver rating, fraud-probability scoring, and account deactivation — qualify as automated decision-making within the meaning of GDPR Article 22; that the limited human review the platforms had pointed to was "not much more than a purely symbolic act"; and that the platforms could not invoke trade-secrets exemptions to withhold information about how the underlying algorithms worked. TechCrunch reporting on the ruling framed it as the most consequential European test case to date for GDPR Article 22 worker protections, and Farrar's response — that the ruling ends "information asymmetry & trade secrets protections relied upon by gig economy employers to exploit workers" — has anchored the case's framing in the subsequent labour-and-data-rights register. The drivers were represented by Anton Ekker, with WIE as institutional claimant alongside ADCU.

The 5 October 2023 €584,000 non-compliance penalty

Uber's response to the appellate ruling was to provide post-decision human-review disclosures without surrendering the algorithmic-transparency information the court had ordered. On 5 October 2023 the District Court of Amsterdam ruled that Uber had failed to comply with the Court of Appeal order and imposed a €584,000 penalty for the two named dismissed drivers, with a continuing accrual of €4,000 per day until the algorithmic-transparency information was surrendered. The court found that Uber's post-decision human-review disclosures were "symbolic" rather than meaningful — extending the appellate court's earlier finding that the platforms' pre-decision human review had also been merely symbolic. Farrar's comment — "Uber habitually flouts the law and defies the orders of even the most senior courts" — and Ekker's statement that the non-compliance was "highly objectionable" together became the campaign's documented case for the gap between European data-protection rulings on paper and platform practice in the field. The penalty ruling has subsequently been picked up in the wider European data-protection regulatory record, alongside the Dutch Data Protection Authority's separate €290 million fine against Uber for unlawful transfers of driver data to the United States.

The 20 November 2025 Stichting WIE International dynamic-pay claim

On 20 November 2025 Stichting WIE International — the Dutch non-profit foundation paired with the UK WIE entity since 2021 — announced collective proceedings against Uber at the Amsterdam District Court under the Netherlands' collective-redress law, escalating the campaign's litigation arc from algorithmic-transparency rights into a frontal challenge against Uber's algorithmic pay-setting system itself. The claim alleges three distinct GDPR breaches: that Uber's "Up Front Pricing" algorithm — which replaced fixed per-time-and-distance rates and a flat 25% commission with variable real-time rates and commissions — constitutes unlawful automated decision-making about workers' livelihoods; that Uber has used drivers' personal data to train machine-learning models without their consent; and that Uber has transferred driver data to the United States in breach of European data-protection requirements. Farrar's framing of the action — that "Uber has leveraged artificial intelligence and machine learning to implement deeply intrusive and exploitative pay-setting systems that have damaged the livelihoods of thousands of drivers" — places the dynamic-pay claim inside the broader civil-society register on the labour-AI question and makes the campaign the corpus's first sustained litigation register whose primary target is an AI-driven pay-setting system at scale. The Up Front Pricing case is also the campaign's first use of the Netherlands' collective-redress law on behalf of UK and continental drivers as a single litigant class.

Significance for the broader AI-good movement

The Worker Info Exchange / ADCU Amsterdam campaign is the principal European structural counterpart on the worker-data-rights side to the Kenyan content-moderator litigation that Foxglove, Nzili and Sumbi Advocates, and the African Content Moderators Union have anchored on the African continent in cases such as the 185-moderators petition against Meta, Sama, and Majorel. Where the Kenyan litigation has tested whether US-headquartered platforms can be held accountable in Kenyan courts on behalf of African workers performing the labour that trains and supports their products, the Amsterdam campaign has tested whether European data-protection law operates as a worker-power tool against the algorithmic management of European gig drivers' working lives. The data-trust-and-union partnership the campaign sustains between WIE and the App Drivers and Couriers Union is the corpus's clearest single instantiation of the data-trust model in active worker-organising practice, and the Article 22 case law the appellate ruling generated has since been carried by other European platform-worker organisations into their own subject access and algorithmic-transparency work. The 2025 escalation into the Up Front Pricing case sets the campaign on the question of whether AI-driven pay-setting itself is lawful, opening a register that will determine how much of the platform-economy revenue model is sustainable inside a worker-data-rights frame.