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Why Oxygen

The First Agent-Native Data Platform

Oxygen unifies what others fragment. One platform for lakehouse storage, ETL/orchestration, semantic modeling, agents, automations, and apps -- designed from day one for agents and humans to build together.

Figure 1

Platform Capability Matrix

How Oxygen compares to leading data, analytics, and BI platforms across the core capabilities required for agent-native analytics.

CapabilityOxygenSnowflakeDatabricksPalantirClickHouseLookerOmniHexTableau
Agent-Native Workspace
Semantic / Ontology Layer
Lakehouse / DWH
ETL / Orchestration
Agents & Automations
Operational Apps
Answer Engine (NL Query)
Build Engine (NL Create)
Native capability
Partial / add-on
Not available

Where Oxygen Wins

Full-Stack Cohesion

Oxygen is the only platform that unifies lakehouse, ETL, semantic modeling, agents, automations, and apps in one system. No stitching together five vendors.

Ontology-First Intelligence

The Ontology layer gives agents and humans shared context -- enabling accurate reasoning, governed metrics, and semantic awareness across every workflow.

Agent-Native Creation

Answer Engine and Build Engine let agents and humans co-create data artifacts, semantic models, workflows, and apps using natural language.

Automations as Primitives

Complex procedures, multi-step workflows, and agentic automations are first-class platform constructs -- not afterthoughts bolted onto dashboards.

Operational Outcomes

Oxygen turns analysis into action: repeatable workflows, embedded apps, and automated procedures that drive measurable business outcomes.

Co-exists With Your Stack

Oxygen connects to your existing data sources (Snowflake, Databricks, ClickHouse) and syncs semantic layers from BI tools (Looker, Omni) into its Ontology.

Stop stitching together five platforms. Build, automate, and operationalize intelligence in one agent-native system.

Get Started with Oxygen