Custom Solutions

One Convergence™ is dedicated to helping you navigate your AI journey. Our flagship DKube™ deep learning solution is a flexible, powerful application that is ready to run out-of-the-box. If DKube is not exactly what you need, we can help create something that is.

Software defined network implementation
Our Services
DKube Integration into Your Environment
Custom Development of Pipeline Stages
Kubeflow-Based Implementation
MLOps Development
Integration with Custom Hardware
Our Expertise
Orchestrating cloud native platforms
Enterprise security
Hardware acceleration
Machine learning and deep learning frameworks
Machine learning automation
MLOps development
Kubeflow, Kubernetes, and cloud frameworks

DKube Integration into Your Environment

If you like DKube, but it doesn’t quite fit into your current environment,
we can quickly extend its capability.

  • Continuous Intergration/Continuous Delivery (CI/CD) frameworks
  • Different code and data repositories
  • Integration of storage elements
  • Optimization in your environment
  • Authentication and authorization

Custom Development of Pipeline Stages

Kubeflow Pipelines provide a portable, automated workflow. DKube supports pipelines natively, and we can help you develop your own steps, or do the full development for you.

  • Data preprocessing
  • Datastore integration
  • Data transformation
  • Model export to a custom environment
  • Data security analysis

Kubeflow-Based Implementation

DKube is based on Kubeflow. We have extended it in a number of ways, and hardened it for production use. If you prefer to use standard Kubeflow instead, but simply want some additional capabilities, we can help you.

  • Integration into your environment
  • Custom pipeline development
  • Optimization
  • Integrating with custom hardware

MLOps Development

Coding, prototyping, and training are only a part of the AI puzzle. Once your model performs to expectations, it needs to be ushered into production in an automated, repeatable way. One Convergence can make this happen.

  • Metrics & logging
  • Regression
  • Evaluation
  • Security
  • Integration with the cloud or other applications

Integration with Custom Hardware

If you have a custom hardware platform that you’d like to optimize for AI, One Convergence can provide a complete set of services. We have significant experience in developing code for hardware platforms, and can provide the perfect solution.

  • Software development for deep learning frameworks such as Glow, TVM, TFX, and PyTorch
  • Optimization of graphics for inference or training
  • Network driver development for distributed training & network optimization
  • Performance optimization