EkaFlow
EkaFlow is an AI development platform. It runs on the browser or your own cloud infrastructure.
With SilicoGene’s EkaFlow Platform
Drag-and-Drop Interface
At EkaFlow, we’ve built a user-friendly drag-and-drop interface that makes every step, from preparing data to deploying AI models, simple. If you’re a non-technical user, you can easily get the job done with just a few clicks. And if you’re more technical, you have the option to dive deeper into coding to customize advanced features as you need.
AI/ML Workflow Automation
From data preparation to model deployment, we’ve designed our platform to support the entire AI/ML pipeline. With powerful features like omics data analysis, data management (ETL), AI model building, training, deployment, and scaling, as well as data versioning, monitoring, and maintenance, we streamline the AI workflow. This allows us to deliver faster iterations and smoother deployment of health tech models.
On-Demand
GPUs
Our platform provides on-demand computing power by leveraging the most advanced GPUs available on AWS servers, enabling users to scale their AI operations instantly and automatically. Whether you’re part of a small team or a large enterprise, this flexibility ensures that your models train and run efficiently, no matter the workload.
Omics data Analysis features
EkaFlow provides specialized no-code tools for omics data analysis, including transcriptomics, genomics, proteomics, and metabolomics. Users can easily create bioinformatics workflows to process and extract insights from raw data. The analyzed data can then be seamlessly used to train AI models in the subsequent steps as well.
Pay as you go
MLOps
SilicoGene offers an affordable solution for AI deployment, providing powerful computing resources and on-demand GPUs at a low cost. We scale your computing power instantly as needed, and when you’re not processing, there’s no charge. This ensures that you only pay for what you use, significantly reducing your total computing costs.
Faster
Time to Market
EkaFlow streamlines the AI deployment workflow, dramatically reducing the time required for data preparation and model deployment. With rapid deployment capabilities, automatic scaling, and efficient data processing, SilicoGene enables your team to achieve faster outcomes, accelerating the entire AI deployment process.
Ready to try EkaFlow?
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Omics Data Analysis
With EkaFlow, you can process multi-omics data—including genomics, transcriptomics, and proteomics—without needing to be a bioinformatics expert. We provide you with pre-built pipelines for common workflows like RNA-Seq and WGS, so you can focus on extracting insights and advancing your research, not wrestling with data.
Data Management (ETL)
EkaFlow simplifies the Extract, Transform, Load (ETL) process for you by automating the cleaning, organizing, and transforming of multi-omics and compound data from various sources. With your own private data lake for security, all data is seamlessly integrated and ready for AI model building without any manual effort on your part.
Model Building
With EkaFlow’s drag-and-drop interface, you can easily create sophisticated AI models like CNNs, RNNs, and Transformers. No setup is required—Python, PyTorch, and Nvidia CUDA are installed by default, working behind the scenes. You don’t need to be an AI engineer; just bring your research expertise, and we’ll provide the tools to design the models that matter most to your work.
Model Training
EkaFlow offers pay-as-you-go pricing, ensuring cost savings by scaling resources only when needed. Our platform automates model evaluations, versioning, and hyperparameter tuning, allowing you to focus on your research while we handle the technicalities for optimized, efficient training at every stage.
Deployment & Scaling
With EkaFlow, you can easily deploy models in production without worrying about infrastructure. We offer automatic scaling based on demand, providing the GPUs and TPUs you need. Say goodbye to complex setups and resource limitations—just focus on results, and we’ll handle the rest.
Monitoring & Maintenance
Monitoring deployed models is critical for maintaining their performance and reliability. Over time, data can change or shift, causing issues like data drift or concept drift, which can lead to poor predictions. Without proper monitoring, these problems may go unnoticed, reducing the effectiveness of your AI models. EkaFlow helps you stay ahead by identifying these challenges early, allowing you to take timely action, whether through retraining or adjustments, ensuring your models continue to deliver accurate results.
Ready to see how EkaFlow can transform your research?
Explore real-world use cases of AI in drug discovery and learn how our platform accelerates breakthroughs in personalized medicine, drug repurposing, and more.