Private AI factory
Your competitive advantage, powered by AI.
Bringing AI to your data, inside your perimeter.
BUILT WITH 
WHY NOW?
The AI re-architecture is underway.
Cloudera's private AI factory lets you move faster, enter new markets, delight customers, and disrupt the competition. All while keeping your data, processes, and models under your control, inside your sovereign environment, at a predictable cost.
66%
of organizations have moved AI workloads from public cloud back to on-premises or private cloud.
84%
of organizations say AI workloads have caused their infrastructure costs to increase.
95%
of organizations delayed or canceled AI projects due to data governance, compliance, or regulatory issues.
The Formula
Cloudera's private AI factory
Reduce GPU starvation with AI-optimized storage, run faster with accelerated compute, bring cloud and data center data together for differentiating hybrid solutions, and pair it all with best-fit models designed for privacy and sovereignty.
AI-optimized all-flash storage
Storage performance at scale, tuned for ultra high-bandwidth low-latency data pipelines.
Accelerated compute, AI software, & models
GPUs, inference software, and optimized Nemotron models for fast, cost-efficient model serving.
Modular hybrid data & AI platform
The full AI lifecycle on your governed, proprietary data, from pipelines to inference, in Cloudera Anywhere Cloud.
Optimized frontier models & AI studios
Optimized open-weight frontier models and AI studios using secure data within local environments.
What the factory delivers:
Maximized GPU utilization
Faster data delivery and 2:1 data reduction keep accelerators busy.
Lower cost per token
Fast inference on the largest models.
AI brought to your data
Massive data sets, governed where they live.
Private ownership
The right model for each use case, run and tuned in your environment.
DRIVING TRANSFORMATION
Transformation starts with context, not compute.
Context compounds
Models and accelerators commoditize quickly. The lasting advantage is curated, governed business context.
Inference where the data resides
Run models inside the boundaries your data requires, under the same governance everywhere.
Agents with guardrails
Autonomous workflows need auditable governance across public and private environments.
CONSISTENCY
The same controls in every environment.
CONTEXT
Your data, ready for AI.
CONTROL
Governance across the data estate.
CHOICE
Open formats and open models.
CAPABILITIES
New AI technology, seamlessly delivered.
Five Cs beneath every layer of the factory.
USE CASES
Private and sovereign AI, with full ownership and control.
Run each workload where it belongs: Public, private, sovereign cloud, or data center.
Chat with your data
Secure natural language querying of governed data.
Agentic engineering
Automated pipeline generation and optimization.
Document AI
Accurate structured extraction from unstructured records.
Audio processing
Private voice transcription, translation, and voice chat.
Agentic coding
Code generation, issue remediation, and operational automation.
Private | Agentic | Governed | Scalable