FastTrack
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End-to-End MLOps Platform for Enterprise AI/ML Operations
Today, enterprises face major obstacles deploying AI: complex infrastructure, underutilized expensive GPUs, and fragmented workflows delay real results. Teams struggle with compatibility, resource wastage, and slow collaboration across data science, engineering, and operations.
Backend.AI FastTrack 3 is an MLOps pipeline platform that defines and executes AI/ML workflows as DAGs (Directed Acyclic Graphs) based on Backend.AI clusters. It lets organizations run end-to-end AI pipelines in one unified environment. From data preparation to deployment and monitoring, Backend.AI FastTrack 3 enables efficient use of any GPU or accelerator, streamlines project delivery, and maximizes the ROI of your AI infrastructure.
Fast-track your AI Development to the next level
- Easy batch job pipeline construction
- Automated multi-node configuration for large model training
- Flexible execution environment setup and resource allocation per task
- Project-based internal deployment & team-specific sharing
- Secure external tunneling support for model serving
- Highly reusable pipeline templates
Backend.AI FastTrack 3: Simplifying Complex AI/ML Development Pipelines
The Perfect Resource for Every Task
AI workload-specialized scheduler and Sokovan™ orchestrator efficiently allocate and manage different scales of computing resources for each pipeline task.
Pipeline operations from data preparation to deployment
Experience complete end-to-end MLOps platform that manages data preprocessing, training, validation, and model serving as one connected pipeline.
Designed For Everyone GUI & CLI
Beginners can build pipelines through intuitive drag-and-drop web interfaces, experienced developers leverage CLI for automation and granular control to boost productivity.
