Source
Scaling agentic AI: How UiPath built its high-performance GPU platform on AI Hypercomputer
UiPath re-architected its infrastructure into a shared GPU fleet using Google Cloud's AI Hypercomputer to support agentic AI and high-scale intelligent document processing.
Why it matters
This allows businesses to automate complex data extraction from documents more accurately, reducing manual labor and processing times for large enterprises.
The details
- UiPath uses A3 VM instances for training and G4 VM instances for inference.
- Dynamic Workload Scheduler enables the company to secure GPU capacity in advance.
- Omega Healthcare reduced repetitive tasks by 15,000 hours per month using this platform.
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In this article
Products
Key connections
Google owns Dynamic Workload Scheduler
Google provides Dynamic Workload Scheduler.
Google owns A3 VM Instances
Google offers A3 VM instances.
UiPath owns UiPath IXP
UiPath develops UiPath IXP.
UiPath uses Google Cloud
UiPath runs its automation platform and shared GPU fleet on Google Cloud.
UiPath uses AI Hypercomputer
UiPath leverages AI Hypercomputer to build its GPU platform.
UiPath uses Google Kubernetes Engine
UiPath runs its AI stack on Google Kubernetes Engine.
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UiPath uses Dynamic Workload Scheduler
UiPath leverages Dynamic Workload Scheduler to secure GPU capacity.
UiPath uses A3 VM Instances
UiPath uses A3 VM instances for model training.
UiPath deploys G4 VM instances for inference workloads.
A3 VM Instances is built with NVIDIA H100 Tensor Core GPU
A3 VM instances feature NVIDIA H100 GPUs.
G4 Series is built with NVIDIA RTX PRO 6000 GPU
G4 VM instances utilize NVIDIA RTX Pro 6000 GPUs.
Raghu Malpani works at UiPath
Raghu Malpani is the Chief Technology Officer at UiPath.
Arthur Wilcke works at UiPath
Arthur Wilcke is the Director of AI Infrastructure at UiPath.
Omega Healthcare uses UiPath
Omega Healthcare uses UiPath to automate transaction processing.
Thermo Fisher Scientific uses UiPath
Thermo Fisher Scientific uses UiPath to extract data from invoices and purchase orders.
UiPath is related to Agentic AI
UiPath builds enterprise agentic AI solutions.
UiPath IXP is built with Intelligent Document Processing
UiPath IXP provides intelligent document processing capabilities.
UiPath uses Computer Vision
UiPath utilizes computer vision for interface perception.
UiPath uses GPU Acceleration
UiPath uses GPU acceleration to power its high-performance AI workloads.
Related events
UiPath Builds High-Performance GPU Platform on Google Cloud AI Hypercomputer
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