---
type: "Evidence Item"
title: "AutoScout24 scales engineering with AI-powered workflows"
description: "OpenAI reports that AutoScout24 rolled out ChatGPT to roughly 2,000 employees and Codex to roughly 1,000 builder employees, with selected projects compressed from 2-3 weeks to."
resource: "https://openai.com/index/autoscout24/"
tags: ["appendix-iii", "deployment", "openai"]
timestamp: "2026-05-12"
category: "deployment"
publisher: "OpenAI"
cope_score: 84
confidence: 0.92
---

# AutoScout24 scales engineering with AI-powered workflows

# Claim

OpenAI reports that AutoScout24 rolled out ChatGPT to roughly 2,000 employees and Codex to roughly 1,000 builder employees, with selected projects compressed from 2-3 weeks to 2-3 days.

# Relevance

Appendix III, section four: enterprise deployment evidence

# Oracle Verdict

This is the thesis moving from benchmark to operating model. The claim is not that engineers got a better autocomplete; it is that planning, review, refactoring, documentation, and incident analysis are being reorganised around agentic work continuation.

# Metadata

* Publisher: OpenAI
* Category: deployment
* Sector: Marketplace software
* Capability: Software delivery workflow automation
* Cope score: 84
* Confidence: 0.92

# Related Concepts

* [Live evidence index](index.md)
* [Thesis](../thesis.md)

# Citations

[1] [AutoScout24 scales engineering with AI-powered workflows](https://openai.com/index/autoscout24/)