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Cloudflare launches AI-driven vulnerability detection service

Cloudflare introduced Vulnerability Discovery and Remediation, an AI-powered tool built with OpenAI’s Daybreak models, now in early access for enterprise customers.

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Helena Vásquez · Business Desk · 4 Sept 2026 · 04:35 · 1 min read
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Cloudflare launches AI-driven vulnerability detection service

Cloudflare Inc. announced the launch of a new service called Vulnerability Discovery and Remediation. The offering is part of the OpenAI Daybreak Defense Network partnership and is currently available by invitation to select Cloudflare Enterprise customers through the Cloudflare Managed Defense program.

The service leverages OpenAI’s Daybreak models, including the GPT-5.6 Cyber model, combined with traffic and security data gathered from Cloudflare’s global network. It integrates AI‑driven code analysis across Cloudflare’s platform, covering Web Assets, the Web Application Firewall (WAF) and Workers Observability. Users can correlate live internet traffic with vulnerability scans, generate custom WAF rules for emerging attack vectors and receive AI‑generated code patches for developer review. All suggested code fixes and edge rules must be approved by a human before deployment.

The launch comes as the National Vulnerability Database recorded 60,475 vulnerabilities by September 2026, up from 48,185 in the full year of 2025. Cloudflare’s co‑founder and CEO Matthew Prince said the company’s network can now move from reacting to attacks to stopping them before they land, while OpenAI’s Head of Global Cyber Partnerships McCall McIntyre highlighted the partnership’s goal of delivering proactive, AI‑driven security to enterprise defenders.

The service is positioned as an early‑access offering for enterprise clients, with broader availability to be defined by Cloudflare in future phases.

This article was produced with AI assistance and edited by a Finance Review Daily journalist.
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Written by
Helena Vásquez
Business Desk

Helena covers corporate news for listed and private companies across Europe, from strategy shifts to leadership changes, with an eye for what a story signals about the broader market.

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