Dynatrace (DT) Technology Leadership Forum 2026 summary

Observability market evolution

• AI is transforming observability, requiring more granular oversight and extending requirements beyond business resilience to accuracy and correctness of AI outputs.

• The shift to AI-driven applications increases the need for end-to-end observability, integrating traces, metrics, logs, and real user data in a unified platform.

• Autonomous operations are emerging, where agents can take action based on insights, streamlining incident response and workflow management.

• Organizations are consolidating observability solutions, moving away from multi-vendor environments to integrated platforms for efficiency and automation.

• AI observability is seen as a significant growth area, projected to become a $10 billion incremental sector within the broader observability market.

Financial performance and growth drivers

• Net new ARR growth reached 41% organically, with strong performance across all metrics and above guidance.

• Logs business doubled to over $200 million in consumption within two quarters, driven by cost efficiency and integration with other observability data.

• New logo ARR grew over 160% year-over-year, reflecting a shift to broader platform adoption and contract consolidation.

• The Dynatrace Platform Subscription (DPS) model now accounts for 75% of ARR, allowing flexible, holistic platform consumption.

• Consumption growth is outpacing ARR growth, with expectations for NRR improvement as DPS renewals increase in the second half of the year.

AI adoption and monetization

• Over 1,000 customers are running AI workloads, with more than 800 using agents for auto-remediation and triage.

• Customers with AI workloads consume 1.5 times more platform resources than non-AI cohorts, driven by the telemetry-intensive nature of AI.

• Multiple monetization levers exist for AI workloads, including increased consumption, new observability categories, and agent-driven actions.

• AI-related incremental monetization is not yet fully reflected in guidance, suggesting potential upside.

• AI observability is expected to drive significant business momentum and is considered mission-critical for future growth.