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Dynatrace to buy AI observability startup Arize for $915M

Dynatrace (NYSE: DT) has signed a definitive agreement to acquire Arize AI in a cash and stock transaction valued at $915 million, pairing Dynatrace's AI-powered observability platform with Arize's tools for evaluating and monitoring AI applications. The deal aims to combine AI evaluation with application performance and business observability, targeting a category projected to exceed $10 billion by 2030.

read1 min views1 publishedAug 15, 2026
Dynatrace to buy AI observability startup Arize for $915M
Image: source

What's the deal? Dynatrace (NYSE: DT) has signed a definitive agreement to acquire Arize AI in a cash and stock transaction valued at $915 million. The deal pairs Dynatrace's AI-powered observability platform with Arize AI's tools for evaluating and monitoring AI applications, spanning development through production.

What does each company do? Dynatrace sells observability software that tracks application performance, infrastructure health, and business processes. Arize AI is an AI observability platform for AI and agents, with an open-source community and enterprise frameworks for detecting hallucinations, measuring output quality, and validating AI behavior.

What's the endgame? The acquisition is intended to combine AI evaluation with application performance and business observability, giving customers end-to-end coverage from experimentation and deployment readiness through runtime evaluation.

Why now? Dynatrace says AI observability is a fast-growing category projected to exceed $10 billion by 2030, as AI applications move into production and teams need to keep them accurate, reliable, and cost-efficient.

Read more: MarketScreener Image credit: USDAgov

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