Elastic Expedites SecOps Tasks with LangChain
Elastic (NYSE: ESTC) has partnered with LangChain to develop AI-driven security innovations for SOC teams. This collaboration has led to the creation of features like Automatic Import, Attack Discovery, and Elastic Assistant for Security on the Elastic Search AI Platform. These features aim to streamline user migration to AI-driven security analytics and expedite security operations workflows.
The integration leverages LangChain and LangGraph to enhance the Elastic AI Assistant's ability to understand complex security scenarios, identify attacks, and create accurate data integrations. Users can integrate these features with their preferred LLM through the Elastic Open Inference API and LangChain's chat model ecosystem.
Elastic (NYSE: ESTC) ha collaborato con LangChain per sviluppare innovazioni nella sicurezza guidate dall'AI per i team SOC. Questa collaborazione ha portato alla creazione di funzionalità come Importazione Automatica, Scoperta di Attacchi e Assistente Elastic per la Sicurezza sulla piattaforma AI di Elastic Search. Queste funzionalità mirano a semplificare la migrazione degli utenti verso analisi di sicurezza basate sull'AI e accelerare i flussi di lavoro delle operazioni di sicurezza.
L'integrazione sfrutta LangChain e LangGraph per migliorare la capacità dell'Assistente AI di Elastic di comprendere scenari di sicurezza complessi, identificare attacchi e creare integrazioni di dati accurate. Gli utenti possono integrare queste funzionalità con il loro LLM preferito tramite l'API di Inferenza Aperta di Elastic e l'ecosistema dei modelli di chat di LangChain.
Elastic (NYSE: ESTC) se ha asociado con LangChain para desarrollar innovaciones de seguridad impulsadas por IA para los equipos SOC. Esta colaboración ha dado lugar a la creación de características como Importación Automática, Descubrimiento de Ataques y Asistente Elastic para la Seguridad en la Plataforma de IA de Elastic Search. Estas funciones tienen como objetivo simplificar la migración de usuarios a análisis de seguridad impulsados por IA y acelerar los flujos de trabajo de operaciones de seguridad.
La integración aprovecha LangChain y LangGraph para mejorar la capacidad del Asistente de IA de Elastic para entender escenarios de seguridad complejos, identificar ataques y crear integraciones de datos precisas. Los usuarios pueden integrar estas características con su LLM preferido a través de la API de Inferencia Abierta de Elastic y el ecosistema del modelo de chat de LangChain.
Elastic (NYSE: ESTC)는 LangChain과 협력하여 SOC 팀을 위한 AI 기반 보안 혁신을 개발했습니다. 이 협력으로 인해 Elastic Search AI 플랫폼에서 자동 가져오기, 공격 발견 및 보안을 위한 Elastic Assistant와 같은 기능이 탄생했습니다. 이러한 기능은 사용자가 AI 기반 보안 분석으로의 이동을 간소화하고 보안 운영 워크플로를 신속하게 진행하는 것을 목표로 합니다.
통합은 LangChain과 LangGraph를 활용하여 Elastic AI Assistant가 복잡한 보안 시나리오를 이해하고 공격을 식별하며 정확한 데이터 통합을 생성하는 능력을 향상시킵니다. 사용자는 Elastic Open Inference API와 LangChain의 채팅 모델 생태계를 통해 이러한 기능을 선호하는 LLM과 통합할 수 있습니다.
Elastic (NYSE: ESTC) s'est associé à LangChain pour développer des innovations en matière de sécurité propulsées par l'IA pour les équipes SOC. Cette collaboration a conduit à la création de fonctionnalités telles que Importation Automatique, Découverte d'Attaques et Assistant Elastic pour la Sécurité sur la plateforme AI d'Elastic Search. Ces fonctionnalités visent à simplifier la migration des utilisateurs vers des analyses de sécurité basées sur l'IA et à accélérer les flux de travail des opérations de sécurité.
L'intégration tire parti de LangChain et LangGraph pour améliorer la capacité de l'Assistant AI d'Elastic à comprendre des scénarios de sécurité complexes, à identifier des attaques et à créer des intégrations de données précises. Les utilisateurs peuvent intégrer ces fonctionnalités avec leur LLM préféré via l'API d'Inférence Ouverte d'Elastic et l'écosystème de modèles de chat de LangChain.
Elastic (NYSE: ESTC) hat sich mit LangChain zusammengeschlossen, um KI-gestützte Sicherheitsinnovationen für SOC-Teams zu entwickeln. Diese Zusammenarbeit hat zur Schaffung von Funktionen wie Automatischer Import, Angriffserkennung und Elastic Assistant für Sicherheit auf der Elastic Search KI-Plattform geführt. Diese Funktionen sollen die Benutzerübertragung zu KI-gestützten Sicherheitsanalysen optimieren und die Arbeitsabläufe der Sicherheitsoperationen beschleunigen.
Die Integration nutzt LangChain und LangGraph, um die Fähigkeit des Elastic AI Assistant zu verbessern, komplexe Sicherheitszenarien zu verstehen, Angriffe zu identifizieren und präzise Datenintegrationen zu erstellen. Benutzer können diese Funktionen über die Elastic Open Inference API und das Chat-Modell-Ökosystem von LangChain mit ihrem bevorzugten LLM integrieren.
- Collaboration with LangChain to develop AI-driven security features
- Introduction of Automatic Import, Attack Discovery, and Elastic Assistant for Security
- Streamlining of user migration to AI-driven security analytics
- Expediting security operations workflows
- Flexibility for users to integrate with their LLM of choice
- None.
Insights
Elastic's collaboration with LangChain to integrate AI capabilities into SecOps tasks is a significant development in the cybersecurity landscape. This partnership aims to streamline security operations workflows, which could lead to improved efficiency and effectiveness for Security Operations Center (SOC) teams.
The introduction of features like Automatic Import, Attack Discovery and Elastic Assistant for Security leverages advanced AI technologies to automate complex security processes. This automation has the potential to reduce human error and accelerate threat detection and response times, which are important in today's rapidly evolving threat landscape.
However, it's important to note that while AI can significantly enhance security operations, it also introduces new challenges. The reliability and accuracy of AI-driven security decisions will be a critical factor to monitor. Additionally, the integration of AI into security operations may require new skill sets for security teams, potentially impacting hiring and training strategies in the cybersecurity sector.
From a financial perspective, Elastic's strategic move to incorporate AI into its security offerings could strengthen its market position in the competitive cybersecurity software market. By addressing the growing demand for AI-driven security solutions, Elastic is positioning itself to potentially increase its market share and revenue streams.
The collaboration with LangChain, a prominent player in the generative AI space, adds credibility to Elastic's AI initiatives. This partnership could lead to increased customer adoption of Elastic's security products, particularly among organizations looking to modernize their security operations.
However, investors should be aware that the return on investment for these AI initiatives may not be immediate. The development and integration of AI capabilities often require significant upfront costs and ongoing investments in research and development. It will be important to monitor Elastic's financial reports in the coming quarters to assess the impact of these AI-driven features on the company's revenue growth and profit margins.
The combined technologies bring AI-driven security innovations to SOC teams
Elastic (NYSE: ESTC), the Search AI Company, in collaboration with LangChain, the de facto generative AI orchestration library, is building and delivering AI capabilities that expedite labor-intensive SecOps tasks.
The collaboration has been core to the development of Elastic Security features—Automatic Import, Attack Discovery and Elastic Assistant for Security—on the Elastic Search AI Platform. These features streamline user migration to AI-driven security analytics and expedite security operations workflows.
"Working with Elastic has been amazing in so many ways. The Elastic AI Assistant for Security, powered by LangChain's standard large language model (LLM) interfaces and instrumented using LangSmith, has successfully deployed to production, reaching hundreds of users,” said Erick Friis, founding engineer at LangChain. “Elastic is also using LangGraph to build more controllable agents. It's inspiring to see how our shared users have embraced similar retrieval workflows on their Elastic deployments.”
The integration between Elastic Security with LangChain leverages two key components:
LangChain and LangGraph provide the necessary tools for building applications that require context-aware reasoning, such as:
- Enhancing Elastic AI Assistant’s ability to understand and react to complex security scenarios and generate queries
- Attack Discovery’s ability to identify and describe attacks
- Automatic Import’s ability to craft an accurate data integration based on sample data
Users have the freedom to integrate the generative AI features of Elastic Security with their LLM of choice. With the Elastic Open Inference API and LangChain’s extensive chat model ecosystem, Elastic is quickly expanding customers’ LLM options.
“Elastic is focused on delivering innovative AI features for security teams to accelerate their migration from legacy SIEM and free up teams from traditionally time-consuming, complex and mundane tasks,” said Mike Nichols, vice president of product, Security at Elastic. “Through our close relationship with LangChain and integrations with LangGraph and LangSmith, we’ve created features that give valuable time back to security practitioners.”
Read the Elastic blog for more information on Elastic’s work with LangChain.
About Elastic
Elastic (NYSE: ESTC), the Search AI Company, enables everyone to find the answers they need in real-time using all their data, at scale. Elastic’s solutions for search, observability and security are built on the Elastic Search AI Platform, the development platform used by thousands of companies, including more than
Elastic and associated marks are trademarks or registered trademarks of Elastic N.V. and its subsidiaries. All other company and product names may be trademarks of their respective owners.
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Elastic PR
PR-team@elastic.co
Source: Elastic N.V.
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