PLATFORM OVERVIEW
Kinetica Streaming Data Warehouse
Kinetica combines historical and streaming data analysis with powerful location intelligence and AI in a single platform, all easily accessible via API and SQL, for instant results. Your data is only as powerful as your platform. Analyze and act on it with Kinetica.
A Modern Platform for Data-Driven Business

Unify Analysis
• Streaming + Historical
Analyze streaming and historical data together in the same platform in real time.
• Many Tools, One Platform
Easily integrate SQL, machine learning, spatial analytics, graph, text search, and time series operations using only Kinetica.
Get Context with Location Intelligence
• Streaming IoT + Historical Data
Blend streaming IoT data with historical location-enabled business data.
• Fast Spatial Queries
Execute spatial queries on huge datasets quickly, and make ML-powered predictions.
• Native Geospatial Visualization
Interactively visualize dynamic map features with Kinetica's web map service endpoint or GeoJSON from the API.
Analyze as Fast as Data Streams
• Analyze While You Stream
Analyze streaming and historical data at high volume and velocity with zero latency.
• Massive Scale
Process large-scale queries with thousands of messages per second flowing in, and join with billions of records on the fly.
• Many Feeds, One Warehouse
Incorporate hundreds of data feeds to assess and take action
• ML Feature Engineering
Generate features inline, in real time, as input for machine learning models.
Process all the Data
• Larger Scale for Better Accuracy
Quickly explore data at petabyte scale for more accurate, nuanced findings.
• Unlock Your Data
Easily incorporate underutilized data stored in data lakes without letting it become stale.
• Control Your TCO
Balance the data available in memory and in cold storage to better control your TCO.
Enrich with Machine Learning
• ML Deployment & Inferencing
Host and deploy ML models and simplify your data orchestration. Store and audit inferences with ease.
• GPU-Accelerated Training
Explore ML models with GPU acceleration.
• Flexible ML Deployment Modes
Score high volumes of data with batch, continuous, or on-demand model deployment modes.
Execute Better with Optimized Analytics Architecture
• Modern Architecture
Kinetica is a distributed, memory-first, GPU-accelerated database that takes advantage of modern architectures to give the best performance possible.
• Scale Up and Out
Kinetica can be scaled up or out to expand computing power and to balance query processing.
• Separate Compute and Storage
Separate compute and storage to achieve petabyte capacity with Kinetica's Tiered Storage architecture.
Meet Enterprise Requirements for High-Value Projects
• Enterprise-Grade
Kinetica meets stringent enterprise IT requirements, including data protections, security protocols, administration ease.
• Deploy in the Cloud or On-Prem
Kinetica can be deployed on all major cloud providers and on-prem.
• High Availability
Automatically configure resilience and high availability for large-scale load balancing and disaster recovery.
Work with Developer-Friendly Features
• Rich APIs & Connectors
Kinetica offers a rich set of APIs and connectors to help you build real-time applications.
• Many Code Languages
Kinetica supports SQL, REST, and native language bindings for popular languages to invoke database operations.