MLOps & AI Observability

The Radicalbit MLOps Platform supercharges the deployment, serving, and observability of your AI models. It helps data teams accelerate time to value while maintaining full control over AI pipelines with drift detection and model monitoring in production.

Paving the way for responsible AI practices, Radicalbit empowers you to run and manage AI applications that adhere to the highest standards of transparency and accountability.

Book a Demo

AI Model Deployment and Serving

Accelerate & simplify ML, CV, and LLM model deployment with Radicalbit’s visual UI or the proprietary APIs. Leverage the native support for your favorite CI/CD solution.
Deploy and serve your artifacts by serializing models using the MLflow Models API or by importing directly from the Hugging Face repository.
Integrate AI into your applications with the built-in APIs available in the most popular languages – such as Python.
Version the models, perform A/B testing by deploying and serving different versions in parallel. Split the traffic using techniques such as multi-armed bandits, shadows, and canaries.

AI Observability

Measure the performance of your ML & CV models by tracking industry-standard metrics such as Precision, Recall, Log Loss, F1-Score MAE, MSE, R-squared, Variance, Correlation prediction/ground_truth.
Monitor the effectiveness of LLMs and Generative AI applications with Perplexity and Confidence Score, gaining insight into the quality and characteristics of text generation.
Detect Data Drift to preempt changes in the statistical properties of input data over time with multiple algorithms for both categorical and numerical variables.

Why Radicalbit MLOps?

92% Faster Time-to-Value

Achieved on average when deploying ML Pipelines to AI-powered applications.

Scalability and Sustainability

Adjust workloads and save energy with scale-to-zero and automated resource management.

Control and Governance

Timely identify potential issues and risks with advanced monitoring and observability.

Are you curious to learn more?

Please fill out the form below for more information about MLOps & AI Observability

Start building your AI-powered application

Book a Demo