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Unified Analytical Runtime

One intelligent abstraction layer unifying analytics, AI applications, and large-scale data processing—across every data system, format, and infrastructure environment.

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TRUSTED BY ENTERPRISE DATA TEAMS WORLDWIDE

Dominate with Data

10x

Faster with Velox
Vectorized
execution engine

Zero

Data Duplication
Query in-place architecture

100%

Workload Isolation
Dedicated
compute pools

<100ms

Query Latency
For cached
datasets

The Approach

One Abstraction Across All Enterprise Data

The platform abstracts storage, compute, execution, and access into a single analytical surface—without moving or duplicating data.

Unified Analytical Layer

One semantic and execution surface across every dataset—lakes, warehouses, streams, and AI stores.

Centralized Governance

Consistent access control, lineage, and policy enforcement spanning all infrastructure.

Distributed Execution

Seamless execution across cloud, on-prem, and edge—without moving or duplicating data.

Execution Model

Compute Executes Where the Data Lives

Instead of centralizing compute, the runtime pushes execution into the infrastructure layers your data already lives in. Engines are an implementation detail—not a choice users have to make.

Interactive

Warehouse-Scale Analytics

Sub-second SQL across federated sources for BI, exploration, and AI applications.

Trino

Distributed

Large-Scale Processing

Heavy ETL, AI feature engineering, and petabyte-scale transformation pipelines.

Spark

Hybrid

Real-Time + Batch

Streaming and batch workloads composed under one runtime, one governance model.

Unified

Open Architecture

Built on Open Data Architecture

The platform is designed around open table and file formats—ensuring interoperability across engines, clouds, and storage systems.

Applications, analytics, and AI systems operate on the same governed foundation without duplication or proprietary storage.

Zero vendor lock-in

Portable data architectures

Shared datasets across engines

Unified governance across all formats

Iceberg

Delta Lake

Hudi

Parquet

ORC

Avro

AI-Native

Powering the Next Generation of Data Applications

A unified runtime for the same class of experiences as Databricks Genie and Snowflake Cortex—except your applications interact with one governed analytical layer instead of isolated systems.

Conversational Analytics

Natural-language access to governed enterprise data—answers, not queries.

AI Copilots

Embedded assistants that reason over the same analytical layer your apps use.

Autonomous Data Apps

Agentic workflows that observe, decide, and act on enterprise data continuously.

Intelligent Assistants

Domain-aware enterprise assistants grounded in unified, governed context.

Continuum of Scale

From Interactive Analytics to Massive Data Processing

One platform spans interactive business analytics, SQL workloads, distributed ETL, AI feature engineering, and autonomous workflows.

The runtime scales dynamically between low-latency execution and large-scale distributed processing through a unified execution architecture.

Outcomes

What changes when analytical execution becomes a single runtime.

One abstraction across all enterprise data

Open and interoperable architecture

Unified governance across formats and engines

Interactive analytics + processing at scale

AI-native applications on governed data

Reduced operational complexity

No proprietary storage lock-in

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