Wallaroo AI Inference platform

Wallaroo enables AI teams and enterprises to go from AI prototypes to real world results with efficiency, flexibility and ease in the cloud, and at the edge resulting in faster time to value, scalability and lower cost for AI initiatives in production.

Efficiency via:
• High-performance batch and real-time inference serving, utilizing 80% less infrastructure
• Automated multi-step workloads that combine data processing and inferencing, freeing 40% of the team’s capacity
• “Zero downtime” model updates in production with model hot-swapping

Flexibility via:
• Support across common model frameworks (PyTorch, TensorFlow, Hugging Face etc.) and use cases (forecasting, computer vision, LLMs, classification and regression)
• Compatibility with available hardware architectures for AI inference (x86, ARM and NVIDIA GPU) with configurable compute, memory, and auto-scaling utilization thresholds
• Built-in SDK, API’s and connectors for cloud data stores and AI model registry resulting in 4 -6x faster time to production

Ease via:
• Automated model packaging to achieve self-service model deployment and serving in minutes with low code/no code capabilities
• Integrated observability reports, alerts and audit logs for model performance and drift
• Native model validation with A/B testing and shadow deployment.

Enterprise need or pain that the offer addresses.

Fast and easy Model deployment(Gartner)

Realize time to value faster and at low cost (BCG)

Easily integrate with existing software investments

Efficient and simplified model management and scale

The Wallaroo.AI Enterprise Edition enables enterprises to:

Realize value 4-6x faster, in their cloud, going from months to weeks.

The Wallaroo Integrations toolkit enables seamless & secure integration into their cloud data & AI ecosystem.

Deploy and Scale AI initiatives 5-10x with minimal engineering effort & complexity.

The Wallaroo Model Operations Center’s native capabilities for AI deployment, serving, observability and optimization in production.

Reduce model inference cost in production by 50% - 80%.

The Wallaroo Inference Server enables realtime and batch predictions on any hardware type (CPU, GPU), and across various AI applications (Time Series, Computer Vision, Classification, Regression and LLMs) in any cloud and at the edge.

Want to learn more about deploying and managing models in Wallaroo?

See how Wallaroo.AI can help solve your ML Production challenges.

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