Elastic
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Elastic (ESTC) investor relations material

Elastic Morgan Stanley Technology, Media & Telecom Conference 2026 summary

Complete event summary combining all related documents: earnings call transcript, report, and slide presentation.
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Morgan Stanley Technology, Media & Telecom Conference 2026 summary2 Mar, 2026

Business performance and growth trends

  • Sales-led subscription revenue growth accelerated to 19%, with a record number of million-dollar deals and strong operating income.

  • Segmentation of sales teams into hunting and farming territories has improved strategic deal signings and business growth.

  • AI adoption is robust, with nearly a quarter of $100K+ customers using AI, driving a tailwind for revenue.

  • Self-managed deployments are increasing, especially in regulated industries, government, and Europe, due to data sovereignty and security needs.

  • Full-year sales-led subscription revenue compounded at or above 20% for four years, with risk-adjusted guidance for Q4 reflecting fewer days in the quarter.

AI strategy and competitive positioning

  • Platform enables real-time, relevant data context for large language models, supporting AI use cases at scale.

  • Differentiation comes from advanced features in paid versions, operational scalability, and enforceable licensing.

  • Defensible moat is the data store and context accuracy, making it unlikely for LLM makers to replicate the platform.

  • AI workloads are more computationally intensive, increasing platform consumption and revenue uplift, with a 6% average increase among AI users.

  • AI adoption among $100K+ customers is in the mid-20% range, expected to drive steady revenue growth through 2029.

Product innovation and platform evolution

  • Platform now includes vector search, Jina embedding and re-ranker models, Agent Builder, workflow, LLM observability, and Elastic Inference Service.

  • Context engineering is central, providing LLMs with accurate context, memory, retrieval, and deterministic rules for agentic deployments.

  • Security and search solutions are benefiting from AI, with security leading recent quarters and observability growing at industry pace.

  • New metrics data store, leveraging vector store technology, is set to launch mid-year to enhance observability competitiveness.

  • Continuous efficiency improvements in the platform have created headwinds for revenue but are seen as strategic for long-term market share.

Elastic's moat against AI-driven open-source ease
Impact of efficiency gains on revenue growth
Observability growth drivers, especially metrics
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Q4 202628 May, 2026
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Frequently asked questions

Data-driven decisions made easy

Elastic is a software company that provides a search and analytics platform designed to help organizations unlock the value of their data. The company's primary offering is the Elastic Stack, which includes Elasticsearch, Kibana, Beats, and Logstash. Elastic's business model revolves around open-source software, with a dual-license approach. They offer a free and open-source version of their software, known as the Elastic Stack, and also provide additional enterprise features and support through commercial subscriptions.

Economies of scale – data advantage

One of Elastic's key competitive advantages is its powerful search and analytics capabilities. The Elastic Stack allows organizations to efficiently search, analyze, and visualize large volumes of data in real-time, enabling them to derive valuable insights and make informed decisions. Elastic's scalability, flexibility, and ease of use have made it a popular choice for organizations of all sizes. The company also possesses a competitive advantage tied to its size since data analytics services become even more powerful when they are run with a large volume of data. Elastic's substantial size also allows it to invest heavily in research and development (R&D), which is vital for staying relevant in the software and cloud provider industry.

Structural tailwinds

Elastic operates in an industry with several opportunities. The exponential growth of data and the need for organizations to effectively manage and extract insights from it present a significant market opportunity. Elastic can continue to expand its customer base by catering to industries such as e-commerce, finance, healthcare, and cybersecurity, where data analytics and search capabilities are crucial.

However, Elastic also faces challenges in the market. Competition from other established players, as well as emerging open-source and cloud-based solutions, can pose a threat to Elastic's market share. Additionally, maintaining a balance between the open-source community and the commercial offerings while monetizing the software can be challenging.

Three listed peers to Elastic in the software and analytics industry are: Splunk, MongoDB, and Datadog.

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