The VAST DataEngine transforms how your organization processes and learns from data, bringing insights to life as the dynamic compute and execution layer of the VAST AI Operating System.
No more batch processing: Embrace continuous, real-time data flow.
No more isolated data silos: Achieve unified, seamless data processing. Just continuous, intelligent computing for your most demanding AI workloads.
The VAST DataEngine redefines data computing within the VAST AI Operating System. It merges logic and state to activate files, objects, and tables from edge to cloud. This powerful automation is core to your AI and analytics workloads.
For decades, applications and data have existed in separate worlds, leading to fragmented data pipelines and a batch-oriented mentality. This division isolates real-time data streams from deep data analysis.
The VAST AI Operating System shatters this tradeoff by integrating data processing and event notifications natively within the system. By seamlessly integrating functions and triggers, it enables dynamic automation, driving real-time responses and intelligent data workflows.
With the VAST DataEngine, data and changes to data trigger immediate action. This intelligent, continuous processing forms the basis for perpetual AI training and inference, paving the way for the AI-powered discoveries of the future.
The VAST DataEngine is a powerful, containerized computing environment that you deploy on your choice of CPUs, GPUs, and DPUs—from edge to cloud. By embedding AI processing logic directly into the VAST AI Operating, the system can schedule and execute real-time events, instantly triggered by data activities. This delivers unparalleled agility and efficiency for your most demanding AI workflows.
The VAST DataEngine offers a powerful programmable environment, allowing developers to bring their own Python code to life directly within the VAST AI Operating System. This enables customers to build highly customized, automated AI pipelines using their own functions and triggers. Customers can now engineer precise solutions for tasks such as:
Automated Data Labeling & Tagging
Model Inference at Ingest
Semantic Search Indexing
Real-time Anomaly
Detection Dynamic Data Augmentation for AI Training
The VAST DataEngine delivers next-generation event streaming infrastructure, featuring the VAST Event Broker. This enables events to be written natively and in real-time as a table into the VAST DataBase’s exabyte-scale transactional and analytical capabilities. For the first time, it’s now truly possible to analyze all your streaming data continuously, unlocking immediate insights for real-time analytics and dynamic AI applications.
The VAST Event Broker unifies unstructured and structured data event management into a common platform, providing event consumers powerful tools to trigger action.
The VAST DataEngine redefines how automation is managed for AI. By storing your triggers and serverless functions directly as state within the VAST AI Operating System, your processing logic becomes dynamically managed by the platform itself. This enables seamless global versioning, distribution, and robust security policies for all your automation .It dramatically simplifies the operational complexities of dynamic, event-driven AI and analytics workloads, ensuring consistent and secure behavior across your entire data landscape.
The VAST DataEngine is a serverless platform enabling Python-based stateful functions directly on your exabyte-scale data. It simplifies complex AI and analytics workflows, allowing comprehensive function execution with minimal code, empowering your teams to build advanced applications efficiently.
Built on a powerful container framework, the VAST DataEngine allows for services to be executed globally across the VAST DataSpace, providing a unified and scalable environment for all your AI and analytics applications.
Powering Real-time AI & Global Workflows
Transform operations by automating AI pipelines and data-driven workflows across global environments. With the VAST DataEngine, data operations are seamlessly managed from ingestion to action.
Leverage event triggers, enabling your AI workflows to instantly act on data in pre-defined, automated ways.
Create and execute custom, event-triggered functions with VAST DataEngine, transforming data for real-time analytics and automated AI pipelines.
Events become intelligence, as topics instantly become tables in the VAST DataBase.
With VAST DataEngine's serverless, Python functions, teams create real-time insights from exabyte-scale data for advanced AI.
The VAST DataSet leverages the VAST DataBase to create materialized views of example data without copying and re-copying data into blunt data containers.
The compute engine of the VAST Data Platform, the VAST DataEngine brings insights to life by adding functions and triggers to data.
Learn how VAST's revolutionary DASE architecture defies all conventional definitions of data platforms, delivering all-flash performance at archive economics to simplify the data center and accelerate all modern applications.
