Dynatrace (DT)

AI-powered observability platform — APM, infrastructure, logs & runtime application security for large enterprises

AI exposure 6% — derived from reported segment revenue, not asserted.

Deep-dive research

AI Infrastructure Software: Who Gets Paid When Enterprise AI Runs in Production? — an industry deep dive with its slide deck, published on Frontier Macro & Markets, 2026-09-22, covering SNOW, MDB, ORCL, NET, DDOG, DT.

Where it sits

Software Stack → Data & Infrastructure Software · figures rebased to Q1 FY2027, reported 2026-08-05

The platform subscription is 95.6% of revenue and effectively all of ARR, and it is one thing: observability of applications and infrastructure, with runtime application security and AIOps sold on the same commitment. Data & Infrastructure Software is the whole company rather than one leg of it — the service line is implementation work attached to the same platform.

Reported segments

Subscription — 95.6% of revenue
Service — 4.4% of revenue

Dynatrace ($554.5M Q1 FY2027, +16% YoY) — AI-powered observability platform. Subscription $530.3M (95.6%) + service $24.3M (4.4%); total ARR $2,136M (+17% reported and constant currency), dollar-based net retention 110%. Primary B5 Data & Infrastructure Software. NICHE: enterprise observability — APM, infrastructure and log monitoring plus runtime application security, with Davis AI and agentic automation on top. Competes Datadog, Cisco (Splunk/AppDynamics), IBM (Instana), Grafana, Elastic, New Relic; runs on and monitors AWS, Azure and Google Cloud.

How the 6% is built

Subscription — 95.6% of revenue × 6% AI-driven (disclosed). The platform is sold as one commitment drawn down by usage, so AI shows up as telemetry volume rather than as a product line. Logs — the part of the platform AI workloads inflate most directly — are 9.4% of ARR and growing over 100%, but the rest of the estate being monitored is conventional enterprise applications…
Service — 4.4% of revenue × 4% AI-driven (disclosed). Implementation and enablement work attached to the platform; it follows the estate being instrumented rather than the workload running on it, so its AI share sits below the subscription's

Investment read

Moat. Agent-deployed, contract-committed observability inside large enterprise estates: the OneAgent has to be installed across an estate before it is useful, which makes replacement a migration rather than a purchase, and the DPS model turns that into an annual platform commitment. Dollar-based net retention of 110% is the honest measure of it — sticky, but expanding more slowly than a land-and-expand story implies.

Bottleneck / pricing power. Dynatrace sets a platform rate card and the customer draws it down by usage, so pricing power is real but capped by the same consumption logic that governs the category. The base is Global-15000 IT estates rather than AI-native startups, which makes the revenue steadier than Datadog's and slower to compound: 110% net retention against 17% ARR growth says most of the growth now comes from new logos, not from the installed base.

Role in the AI stack. The observability and runtime-security layer for enterprise software estates.

Connected companies

Microsoft (MSFT) — DT is supplied by: Azure Native Dynatrace Service — Dynatrace is a first-party Azure integration, so Azure both hosts Dynatrace SaaS and is one of its most-monitored targets
Amazon (AMZN) — DT is supplied by: AWS hosts Dynatrace SaaS environments and is a primary monitored platform — the AWS estate is where much of the telemetry Dynatrace charges for is generated
Alphabet (GOOGL) — DT is supplied by: Google Cloud hosts Dynatrace SaaS environments and is a monitored platform alongside AWS and Azure
Datadog (DDOG) — DT competes with: The category's head-to-head: full-stack observability for cloud estates, each named in the other's competitive set — Datadog consumption-first and developer-led, Dynatrace agent-deployed and…
Cisco Systems (CSCO) — DT competes with: Cisco sells Splunk Observability and AppDynamics into the same enterprise estates — the one rival that can bundle observability with the network and security budget
IBM (IBM) — DT competes with: Instana competes for enterprise APM and infrastructure monitoring, usually attached to an existing IBM services relationship
SAP SE (SAP) — DT supplies: Named as a customer in DT's value chain: Runs Dynatrace across cloud operations for its own application estate
Accenture (ACN) — DT competes with: Accenture is a Dynatrace delivery partner, deploying the platform inside large transformation programmes

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