Fueling the Rise of AI Factories

SQream powers data prep, training, and inference where massive scale is needed, so you can unlock intelligence, act faster, and cut AI costs.

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The Engine Room of Your AI Factory

SQream provides the performance core for every stage of your AI Factory - from massive-scale data prep to seamless in-database training and mass-scale ultra-fast inference. Built natively for NVIDIA GPUs, SQream is how AI gets industrialized.

Preparation

Preparation

Ingest, clean, and transform petabytes of data. Turn fragmented raw data into ready-to-train pipelines - no sampling required.

Training

Training

Accelerate model training on full datasets. Develop and fine-tune models faster, right inside your database.

Inferencing

Inferencing

Deploy predictions in near real-time at massive volume.
Run massive-scale inference faster, smarter, and more cost-effectively.

This Just In

SQream has appointed a new CEO, tech veteran Liam Galin, to build out solutions for enterprise-scale mass-data utilization.

Tech veteran Liam Galin appointed as SQream new CEO

SQream’s mission to help industry leaders unlock accurate insights from their data

GTC 2025 to highlight AI and ML’s brightest

We’re proud to be one of NVIDIA’s longest-serving collaborators

Israel’s AI community heads to GTC 2025

Tech experts prepare for NVIDIA GTC and the latest machine learning innovations from the industry

The time for the AI event of the year, NVIDIA GTC, is getting closer.

AI Is Just Getting Started. Here Are 4 Ways To Prepare For The Next Leap Forward

Massive datasets need a different approach

Op-Ed: Why organizations must accelerate data initiatives in 2025 to drive meaningful business growth

To expedite your data initiatives for better growth in 2025, discover how leveraging advanced data strategies can drive innovation, decision-making, and competitive edge.

Snowflake benchmark

SQream Blue dramatically outperformed Snowflake in processing 30 terabytes of data.

Unlock Linear Scalability

SQream’s GPU-Acceleration Unlocks Linear Scalability in TPC-DS

Ray Sharma - SQream Enables In-Database Model Training

"SQream Advances Big Data Analytics with its GPU-Enabled In-Database Model Training System"

What’s Holding Back Your AI Factory?

Struggling with long running queries or model training?

SQream delivers GPU-accelerated performance that handles billions of rows in seconds- without slicing your data or your budget.

Limiting your own data sets?

Train and infer on full datasets, not samples. Unlock the accuracy and scale your models deserve.

Analytics reports taking too long?

From days to minutes. SQream makes large-scale reporting feel near real-time- even across petabytes.

Not using your data to drive AI innovation?

SQream turns raw data into AI-ready intelligence- fast-tracking model development, training, and deployment.

Exploring AI/ML but worried about cost?

With SQream, you don’t need to overbuild your stack. Optimize GPU use and cut infra costs by up to 90%.

Paying too much for data infrastructure?

SQream plugs into your ecosystem and slashes compute waste- no forklift upgrades required.

SQream Powers AI Factories to Run Smarter and Faster at Scale

Build Your AI Factory on GPU-Accelerated Infrastructure

Ingest and Prepare Massive Data Sets Faster

Run High-Throughput Inference at Scale

Cut AI Pipeline Costs Without Cutting Performance

Turn Raw Data into Production - Ready Intelligence

Unlock Full Dataset Training - No Sampling Required

Train AI Models Directly Where the Data Lives

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Real Life Applications

Financial,Service,Concept,With,Data,Analyzing,In,Forex,,Commodities,,Equities,

Financial Services

Build your AI Factory to fight fraud, manage risk, and optimize portfolios - in near real time, across massive datasets.

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Hand,Holding,Virtual,Shopping,Cart,Icons,,,Technology,Online,Shopping

Retail & E-commerce

Power your AI Factory with customer data to deliver hyper-personalization, smarter inventory, and supply chain intelligence.

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Project,Manager,And,Computer,Science,Engineer,Talk,While,Using,Big

Telecommunications

Transform network data into near real-time predictions and insights. Your AI Factory ensures better quality, uptime, and customer experience.

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Main,Engineer,Following,The,Plant,Process,Using,Industry,4.0.,Operator

Manufacturing

Supercharge your AI Factory to predict faults, optimize production lines, and cut downtime with petabyte-scale insights.

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Digital,Marketing,Concept,,Young,Man,Using,Laptop,With,Ads,Dashboard

Advertising & Media

Feed your AI Factory with audience data at scale to drive faster targeting, better performance, and near real-time optimization.

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Medical,Technology,And,Futuristic,Concept.digital,Healthcare,And,Network,On,Modern

Healthcare

Enable AI-driven diagnostics and treatment breakthroughs. Process vast medical data directly in your AI Factory pipeline.

Panoply is part of SQream

Check out Panoply’s No Code All in One Data Platform

Contact our Data experts

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