Elastic Search AI vs Guru

Elastic Search AI combines search and retrieval with AI systems to find useful, contextual answers across fragmented and complex datasets. Its retrieval augmented generation workflow retrieves material relevant to a question and passes it to a large language model to generate an answer. Elasticsearch supports lexical BM25 and semantic vector search, and its API stores structured, unstructured, and vector data. Integrations cover logs, metrics, traces, files, web content, and security events, with native connections to Amazon Web Services, Microsoft Azure, and Google Cloud. It can run on Elastic Cloud, on premises, or through a Kubernetes operator; listed platforms include API, Linux, self-hosted, and web. The free self-managed stack includes username and password authentication, role-based access control, and TLS encryption. Elastic lists FedRAMP High, FedRAMP Moderate, PCI DSS, and CSA STAR among its compliance standards. A free plan is available at free; paid offerings start from $99/mo, and a 14-day trial is offered. Serverless bills compute and storage separately, with listed starting rates for each resource.

Guru is a paid knowledge platform for publishing trusted answers inside an organization. It combines a unified retrieval index and hybrid search across connected sources with Knowledge Agents that answer questions using governed content, citations, and permission-aware access. Guru connects to more than 100 enterprise tools, including Slack, Microsoft Teams, Salesforce, Zendesk, Confluence, and SharePoint. Automated verification uses usage signals, content age, and policy rules; Guru says this handles approximately 80–90% of verification. MCP support lets compatible AI tools and agents access the governed knowledge layer. A browser extension for Chrome, Microsoft Edge, and Opera surfaces answers in the workflow. Mobile apps support searching, viewing, sharing, and copying Cards, with listed requirements of iOS 12.1 or later and Android 10. Connected-source permissions carry across surfaces, alongside role-based access controls and single sign-on. Guru lists SOC 2 Type II auditing, GDPR support, Microsoft 365 and Google CASA certifications, and optional HIPAA agreements. Pricing is custom and available on request.