Build and scale AI pipelines with real-time data, automated workflows, and unified governance and security.
Legacy Challenges
InsightEngine unifies and simplifies AI pipelines from creation to management.
Siloed data limits AI accuracy and performance. InsightEngine unifies all data types—object, file, block, structured, and vector—for real-time AI insights.
InsightEngine enables real-time AI pipelines with unified data, event-driven automation, GPU acceleration, and enterprise-grade governance.
Eliminate silos with a unified AI Operating System that brings together structured, unstructured, block, file, and vector data into one system, ensuring comprehensive and accurate inputs and results for AI.
Leverage VAST’s DASE architecture for seamless, AI-native scalability. The DASE architecture decouples compute and storage, allowing you to handle trillions of vectors and exabyte-class datasets with linear scaling, near-zero latency, and unmatched efficiency.
Disparate systems create gaps in governance and expose enterprises to risk. With VAST, every AI pipeline interaction is unified, governed, and observable—delivering audit trails, compliance, and real-time control from ingest to inference for trusted, resilient AI.
InsightEngine enables pipeline automation, governance, and real-time capabilities to operationalize AI pipelines at enterprise scale.
VAST DataEngine is the programmable toolkit that powers InsightEngine. With serverless Python functions, event-driven automation, and real-time processing, it builds and orchestrates automated AI pipelines that deliver continuous insights at enterprise scale.
Serverless triggers, enabled by the VAST Event Broker, power real-time AI and data pipelines. They automatically "listen" for and initiate customizable workflows, automating complex tasks from data enrichment and vectorization to content tagging and routing.
An integrated vector store in the VAST DataBase delivers enterprise scale to trillions of vectors. It enables high-precision, real-time similarity searches without a separate, siloed vector database.
VAST's DataEngine provides a serverless environment to build and deploy custom Python functions. Automatically triggered by events, these functions orchestrate end-to-end AI pipelines.
VAST InsightEngine integrates with NVIDIA NIMs to accelerate high-performance AI workflows. By enabling GPU acceleration, VAST ensures real-time data access for NIMs, eliminating bottlenecks and maximizing pipeline performance.
Experience how InsightEngine automates complete AI workflows from data ingestion to real-time inference without manual intervention.
See how InsightEngine instantly transforms raw enterprise data into AI-powered insights through live document ingestion, vectorization, and retrieval.
Hear how the NHL leveraged InsightEngine's automated workflows to transform 20 petabytes of archived content into instantly accessible media across 32 arenas.
VAST InsightEngine is a framework in the VAST AI Operating System for building, managing, and automating real-time AI pipelines. Built on the VAST DataEngine, InsightEngine uses event-driven triggers and serverless functions to process data the moment it lands, enabling automated chunking, embedding, and storing it in the VAST DataBase’s native vector store. These in-place, automated workflows eliminate traditional data movement and latency between data creation and AI inference, enabling continuous, real-time applications like semantic search, RAG, summarization, classification, and anomaly detection—all with unified governance and full observability.
InsightEngine is part of the VAST AI Operating System, the unified platform where all enterprise data—structured, unstructured, and vector—lives and operates together. Built on the VAST DataEngine, InsightEngine automates the entire AI workflow from ingest to inference using an event-driven architecture with serverless triggers and functions that run directly on your data. Unlike traditional platforms that depend on external orchestration and constant data movement between systems, InsightEngine processes everything in place, and storing/ retrieving vectors from the VAST DataBase’s native vector store. The result: real-time performance, unified governance, and frictionless AI at enterprise scale.
InsightEngine provides unified security and governance by seamlessly integrating file system permissions with vector search capabilities. Because VAST combines DataStore and DataBase in a single platform, it ensures users can only retrieve and interact with vectors derived from data they're explicitly authorized to access. Fine-grained access controls are enforced in real time across both raw and vectorized data, maintaining strict security and compliance throughout the entire AI pipeline from source to inference—something no other solution can deliver.
Yes. With InsightEngine, users can build real-time AI pipelines that process both document and video data at enterprise scale. Built on VAST’s DASE architecture, the framework supports exabyte-scale performance and integrates with inference microservices and models—including NVIDIA NIMs—to enable use cases such as intelligent document search, summarization, or video understanding. Because all data lives within the VAST AI Operating System, including structured, unstructured, and vector data, InsightEngine can automate ingest, embedding, retrieval, and inference without data movement or performance loss—delivering continuous, scalable AI workflows tailored to your needs.
