On-Premise Deployment with Teradata
dns On-premises deployment

Sovereign Data & AI.
Open architecture.
One integrated system.

Teradata Factory brings autonomous enterprise intelligence on-premises—enabling analytics and AI to operate on trusted, governed enterprise data at scale. It puts that knowledge to work through agentic AI that runs reliably under your governance and inside your walls.

Key benefits

Teradata Factory for on-premises deployment

Purpose-built to run on-premises AI, analytics, lakehouse, EDW, and data engineering workloads together, Teradata Factory is designed for regulated and mission-critical environments that require greater control than public AI services typically provide. It delivers the full ownership of private enterprise data, consistent performance, and predictable economics your organization needs.

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One integrated system for analytics and AI

Simplify analytics and AI operations with one fully integrated platform—optimized to safeguard critical SLAs and eliminate fragmentation or integration overhead.

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Sovereign Data & AI with enterprise-grade performance

Deploy on-premises AI on private data with full governance, sovereignty, and performance at scale for regulated environments.

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Predictable scale with fixed economics

Scale on your timeline with modular compute, storage, and GPU expansion without surprise costs or re-platforming.

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Built on proven enterprise infrastructure

Leverage Dell enterprise compute and storage with NVIDIA GPU acceleration and high‑performance networking to run AI and analytics reliably on premises.

Designed for when on prem matters most

Choose an on-premises deployment when analytics and AI must operate together under strict regulatory, security, or data sovereignty requirements, and protected SLAs are non-negotiable.

Use Cases Financial Services

Financial services

Analyze fraud patterns across billions of transactions using GPU‑accelerated AI—running in real time on sovereign, on‑premises infrastructure.

Use Cases Healthcare

Healthcare

Run LLMs directly on claims data to classify denials, predict outcomes, and anticipate appeals—without moving data off‑platform.

Use Cases Public Sector

Public sector

Deploy analytics and AI fully on-premises with complete data sovereignty—ensuring sensitive data never leaves the building.

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Analytics and AI convergence

Run analytics and AI together —without compromising performance or enterprise SLAs as AI scales.

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AI and Data Sovereignty

Keep sensitive data, models, and inference on premises with full governance and sovereignty.

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Predictable economics at scale

Ensure AI and analytics growth remains cost‑controlled and predictable as always‑on workloads expand.

Use Cases Key Considerations

Explore more deployment options

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Hybrid

Deliver AI and analytics outcomes with the flexibility to run workloads across on-premises and public cloud with the same Teradata AI software—so you adapt faster, reduce duplication, and protect ROI.
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Public cloud

Extend the Teradata Autonomous Knowledge Platform into the cloud using the same Teradata AI software to deliver always-on and elastic analytics and AI, all within a single governed platform built for hybrid operation.
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Bring Your Own Hardware (BYOH)

Accelerate governed AI and analytics outcomes while maximizing the value of existing infrastructure—maintaining control, protecting performance, and improving ROI without changing platforms.
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Teradata IntelliFlex®

An on‑premises option delivering the best price‑performance for mixed, mission‑critical analytics workloads.
Frequently asked questions

Get answers to your questions about On-Premises Deployment

The on-premises deployment of the platform is Teradata Factory, designed for private AI; data and AI sovereignty; and high-density, always-on workloads.

It’s the on-premises deployment of the Autonomous Knowledge Platform for regulated, high-density workloads.

AI Factory (formerly IntelliFlex®) was designed primarily for AI workloads. Teradata Factory extends this to support mixed workloads—including data, analytics, and AI—within a unified, governed platform.

Organizations choose Teradata Factory for data and AI sovereignty; private AI; predictable economics; and always-on performance in mission-critical environments.

Yes. Teradata offers hybrid deployments that leverage the same software stack.

Infrastructure-only solutions provide hardware for training and inference. Teradata Factory delivers a fully integrated platform—combining Teradata AI software and proven enterprise infrastructure with graphics processing unit (GPU) acceleration—under one control plane. As a result, organizations can run analytics and AI together with service-level agreement (SLA) protection.

Traditional systems are designed for batch analytics. Teradata Factory supports modern, mixed workloads—including AI, real-time analytics, and agent-driven execution—within a unified and governed architecture.

Speak to the team

Ready to power your on-premises data and analytics with Teradata? Contact the Teradata team to explore how on-premises deployment can meet your specific business demands.

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