Data as of Sep 9, 2026 · Based on 3,265,539 AI responses across 10,525 prompts · See how Parse measures this
Dremiodremio.comDremio offers an Agentic Lakehouse platform that unifies data warehouses and data lakes with an AI-enabled semantic layer, a high-performance intelligent query engine, and an open catalog to accelerate AI and analytics workloads. It provides both a fully managed cloud service (Dremio Cloud) and self-managed editions (Dremio Enterprise) plus a Community Edition for local use. The platform relies on open-source technologies like Apache Iceberg, Apache Polaris, and Apache Arrow, supports use cases from warehouse-to-lakehouse, and is now part of SAP, used by thousands of companies worldwide.
Parse Score
#31 of 92 in Enterprise Cloud Data Platform Tools
Tone of voice
74% of how AI describes Dremio reads positive.
Words AI uses
AI reaches for high-performance · self-service · agentic lakehouse when it describes Dremio.
Rivals
Databricks is the brand AI weighs against Dremio most.
Sources
dremio.com shapes more of what AI says about Dremio than any other source, at 57% of its citations.
domo.com · barc.com · youtube.com · docs.dremio.com
The market map
Enterprise Cloud Data Platform Tools →Where AI ranks Dremio
Excerpts where Dremio appeared in the AI's answer
Dremio uses Reflections (precomputed optimized data/query structures) and result caching to accelerate BI queries without requiring dashboard rewrites.
Dremio drastically accelerates queries directly on data lakes and cloud storage
Excerpts where Dremio appeared in the AI's answer
Dremio uses a semantic layer and data reflections on Apache Iceberg tables to let domains publish virtualized, optimized data sets
Dremio: Offers an "agentic lakehouse" platform that focuses on high-performance SQL analytics
Excerpts where Dremio appeared in the AI's answer
Dremio — focuses on governed, self-service access to data through a semantic layer, allowing users to work with datasets using business-oriented terminology.
Dremio — Provides self-service access to data across cloud and on-premises sources, with business-oriented views and governed analysis.
Excerpts where Dremio appeared in the AI's answer
Dremio SQL Lakehouse Platform: A strong choice for zero-copy architectures.
Dremio : Offers zero-copy data federation and semantic layers that sit cleanly across varied storage systems
Excerpts where Dremio appeared in the AI's answer
Dremio — Positions itself as an "agentic lakehouse" that lets AI agents and users query data across multiple sources with semantic context and governance built in.
Excerpts where Dremio appeared in the AI's answer
Dremio : Operates as a data lake engine/semantic layer that applies robust push-down optimizations and "Reflections" to delegate workloads directly to sources.
Dremio : Operating as a data lakehouse platform with strong BI-facing capabilities, Dremio uses advanced push-down optimization
Excerpts where Dremio appeared in the AI's answer
Dremio: Provides an "Agentic Lakehouse" that uses a semantic layer to translate technical, messy data into business context without requiring massive ETL projects, allowing AI to query data where it lives.
Dremio : Uses an "Agentic Lakehouse" model to create a semantic layer that translates technical tables into business context, connecting to existing databases without moving data.
