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Alternatives to Elastic Observability

H2O.ai
H2O.aiH2O.ai provides an end-to-end AI platform for enterprises—combining GenAI, AutoML, and LLM fine-tuning with secure air-gapped and on-premise deployment options.
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Groundcover AI Observability
Groundcover AI ObservabilityGroundcover is a BYOC observability platform powered by eBPF. Monitor infrastructure, APM, logs, and LLMs with 10x more data, lower costs, and full privacy inside your own cloud.
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T
TruEraTruEra provides enterprise AI Observability for LLM and predictive ML systems, enabling monitoring, testing, and quality management across the full AI lifecycle.
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Privacera (Trust3 AI)
Privacera (Trust3 AI)Trust3 AI by Privacera is a cloud-native enterprise platform for data and AI governance, offering sensitive data discovery, access control, LLM policy enforcement, and RAG security across 50+ integrations.
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Middleware.io
Middleware.ioMiddleware.io offers full-stack observability with AI-driven monitoring, log analysis, APM, RUM, and automated issue resolution—helping teams detect and fix problems at scale.
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Dremio AI Lakehouse
Dremio AI LakehouseDremio is the Agentic Lakehouse platform delivering unified data, AI semantic context, and 20x query performance at the lowest cost. Built on Apache Iceberg, Polaris, and Arrow.
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AgentOps AI Monitoring
AgentOps AI MonitoringAgentOps is the leading developer platform for AI agent observability. Trace LLM calls, debug with time travel replay, track token costs, and deploy reliable agents across 400+ frameworks.
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Defog AI SQL
Defog AI SQLDefog lets you query any database using plain English. Powered by SQLCoder, the industry's most accurate text-to-SQL AI model. Private, adaptable, and enterprise-ready.
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Wildlife Insights
Wildlife InsightsWildlife Insights uses machine learning to automatically identify animals in camera trap photos, helping conservationists manage, analyze, and share wildlife data globally.
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Arize AI
Arize AIArize AI provides unified LLM observability, agent tracing, and evaluation for AI teams — from development to production. Includes open-source Phoenix and enterprise AX.
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