Rapid & cost-effective launch
Simplify the go-live of AI applications with form-based configurations, accelerate the release from development environment to business scenarios, and embed the applications into existing business processes at cost-effective way.
Closed loop control across the full process
Enable closed-loop control over full-process AI applications, covering request sending, intelligent A/B test, high-performance feature extraction, score estimation, definition and estimation of business metrics, result return and statistics of backflow data distribution change.
Reliable AI applications
Provide improved model scoring, system performance and stability monitoring to enhance the overall reliability of AI applications.
Linear performance scaling
With the linear scaling of hardware resources, enable the inference performance to approach theoretical linear performance scaling; and achieve better linear inference scaling performance compared with open-source tools and other commercial AI products.
One-stop data integration and governance
Complete data access:
Provide a single point of access across diverse sources or scenarios, and support various access options via local files, file systems, FTPs, databases, and streaming data access.
One-stop data management:
Support structured, semi-structured, and unstructured data management to provide enterprises with a uniform view of heterogeneous data sources.
Full-process data storage and governance for AI applications:
Provide management and visualization of relational tables, graphic data, samples, images, reports, models, files and other elements, enabling rapid data locating and data access for users.
Heterogeneous model management across the full lifecycle
Unified heterogeneous model management:
heterogeneous modeling frameworks commonly used by enterprises, such as PMML, Pytorch, Tensorflow, Keras and H2O.
Model lifecycle management:
Enable model upload and model lifecycle management to support model retrieval and other operations in the model center.
Complete, powerful and convenient application management
A comprehensive platform for deployment, operation, and testing of AI applications:
Enable full control of enterprise AI applications with complete, reliable and highly flexible management functions; meet all your requirements for running AI applications in the online production environment; and available in both private and cloud deployments.
Turn on/off AI applications in one click; enable auto scaling, high availability and load balancing for online applications; improve the flexibility of AI management and greatly reduce costs with lightweight and automated operation functions.
One-stop visualized monitoring, operation and management
One-stop monitoring, operation and management:
Support one-stop monitoring, operation and management across the full process of AI applications to allow comprehensive online operation management.
Visualized resource monitoring:
With visual insights into the usage of GPU, CPU, in-memory and video memory
Empower your users to monitor the resource usage in real time, and ensure the stable operation of systems in an intuitive and convenient way.