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ItalyLogistics and transport2021

Deliveroo Italy

Algorithmic order assignment and shift booking for riders

Italy's data protection authority fined Deliveroo Italy EUR 2.5 million over opaque rider algorithms and excessive geolocation

StoppedRegulator, audit or court

Problem

The platform had to assign orders and book work shifts for thousands of riders. It did this with algorithms that riders could not understand.

Approach

Deliveroo Italy used algorithms to assign orders and book shifts and tracked each rider's position every 12 seconds, keeping all routes for six months. The Garante found the algorithms lacked transparency, the geolocation and data retention were excessive, and the monitoring devices had been introduced without a union agreement or Labour Inspectorate authorization. Its order of 22 July 2021 set a 60-day deadline to fix the violations and 90 more days to change the algorithms.

Results

EUR 2.5 millionfine imposed by the Garante in July 2021Regulator, audit or court[1]
~8,000riders whose data was processed unlawfully, per the GaranteRegulator, audit or court[1]

Takeaway

The fine covered how riders were managed as well as how data was collected. The authority required the company to be able to explain how its algorithms assign work.

Categories

Innovation type
Process innovation
AI technology
Optimization
Evidence
Regulator, audit or court

Sources

  1. Newsletter 2/08/2021 - Rider: il Garante privacy sanziona Deliveroo Italy per 2,5 milioni di euro
    Garante per la protezione dei dati personali2 Aug 2021Regulator, audit or court document

Source summaries

[1]Garante per la protezione dei dati personali2 Aug 2021

The authority's newsletter reports a EUR 2.5 million fine against Deliveroo Italy for unlawful processing of about 8,000 riders' data. It lists non-transparent order-assignment and shift-booking algorithms, geolocation every 12 seconds with routes kept six months, excess data retention, and monitoring introduced without union agreement. Deadlines were 60 days to correct and 90 more to change the algorithms.

Full details are in the original sources.

Added 25 Oct 2026 · Updated 25 Oct 2026
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