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EU Platform Work Directive Worker-Side Algorithmic Decision Appeal Tool

COLD✧ v8Legal Tech / Labour RightsWestern Europe12 May 2026

Discovery Lens

C Combination Innovation

Two separate worlds finally connect — and the intersection is a product

One-Liner

A worker-side tool for challenging algorithmic management decisions under EU Platform Work Directive Article 11 contestation rights.

AI Thinking Process

EU Platform Work Directive — Article 11 gives gig workers a right to contest algorithmic management decisions affecting their working conditions. App-based platforms must explain automated decisions and provide a human review mechanism. No productized worker-side appeal tool visible. Initial conviction: 58%.

SURVIVED pass1 at 58% — strong statutory basis, EU enforcement appetite, and no immediate competitor. Queued for pass2 historical duplicate check.

Grep against idea-history.md: EU Platform Work Directive Algorithmic Transparency Tool for Gig Workers from 20260410-1147-capability session is a direct match. Same regulation (EU PWD), same buyer (gig worker), same product surface (transparency + contestation + human review). Article 11 contestation right is not a separable product — it is one UI step beyond the transparency tool already evaluated. KILLED: historical duplicate.

Kill Reason

Duplicate of EU Platform Work Directive Algorithmic Transparency Tool for Gig Workers from the 2026-04-10 capability session. Same regulation, same buyer, same product surface. The Article 11 contestation right is not separately addressable from the transparency and explanation rights — a serious entrepreneur shipping the April session idea would add the appeal step in one product cycle.

Risk Analysis

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