Platform · L2 + L3

Enterprise MLOps & AI Inference Accelerator.

Enterprise MLOps for GPU scheduling and model lifecycle, plus a patented inference accelerator built for high-concurrency, low-latency serving.

Kafeido MLOps Kafeido Accelerator
TW + US Patented Accelerator
L2 · Management

Kafeido MLOps.

Enterprise-grade MLOps that organizes GPU resources and AI models efficiently — deployable on-premise or in the cloud.

Platform comparison

Feature Kafeido MLOps BentoML GCP Vertex AI AWS SageMaker
SaaS ✓ ✓ ✓ ✓
Compliance ✓ ✓ ✓ ✓
On-premise ✓ ✗ ✗ ✗
Pricing Low Median High High

Key features

GPU Resource Management

Efficiently organize and allocate GPU resources across AI/ML workloads for optimal performance.

Hybrid Deployment

Deploy seamlessly on-premise or in the cloud, supporting flexible infrastructure strategies.

OpenShift & Kubeflow

Full support for OCP backed by Red Hat and comprehensive Kubeflow API integration.

Model Organization

Centralized management and version control for all your AI models in one platform.

Cost Optimization

Reduce AI/ML infrastructure costs while maintaining high performance and scalability.

Industrial AI Transition

Accelerate your organization's move to AI with enterprise-ready tools.

Technical specifications

  • OpenShift Container Platform (OCP) support
  • Comprehensive Kubeflow API integration
  • Multi-GPU cluster management
  • Automated model deployment pipelines
  • Resource allocation and scheduling
  • Real-time monitoring and analytics
  • Enterprise security and compliance
  • Containerized deployment architecture
  • REST API for custom integrations
  • High availability and fault tolerance
L3 · The Engine

Kafeido Accelerator.

A performance-driven inference engine optimized for high-throughput serving at scale, built on KServe and Kubernetes.

KServe Integration

Built on KServe to serve multiple ML models on Kubernetes with advanced orchestration.

Python SDK

A Python SDK for seamless integration into your existing pipelines.

High Performance

Optimized for low-latency, high-throughput serving with automatic demand-based scaling.

Enterprise Security

Authentication, authorization, and end-to-end encryption built in.

Real-time Monitoring

Comprehensive monitoring and logging for performance, resource usage, and predictions.

Model Versioning

Advanced version management with canary deployments and A/B testing.

Kafeido Accelerator benchmark

Accelerator Benchmark

Unlock 140% more ASR revenue — supercharge Whisper on an RTX 3090 with Kafeido Accelerator: from $25,920 to $62,208 (assuming a $1/min ASR transcription rate).

Transform your AI infrastructure.

See enterprise-grade MLOps and patented acceleration running on your workload.

Book a Demo