AI & Machine Learning Overview

Take the next step with advanced modeling techniques, such as ML, LLMs and GenAI, to analyze data, identify patterns, and generate predictive insights to support and drive decision-making. IrisX offers tools for model training, deployment, and management with strict data privacy. It’s easy to get started start with all necessary models and tools, while maintaining end-to-end data privacy.

What is AI & Machine Learning?

AI & ML allow customer to run AI & ML algorithms with tools for model training, deployment, and management in a sandboxed and secure environment. IrisX ensures strict data privacy, making it easy to get started with all necessary models and tools while maintaining end-to-end data security that is more and more important to our customers.

AI & Machine Learning Enables

Data management, model training, and deployment in a single toolchain, reducing complexity.
Build, deploy, and monitor diverse AI and ML models with secure, cost-effective data integration.
Flexible access to leading LLMs entirely run within your private workspace.
Maintain full ownership and security of data throughout the AI lifecycle with secure integration and management.

AI & Machine Learning Features

Train

Generative AI: Customers use IrisX to leverage advanced Generative AI creating innovative solutions, automating tasks, enhancing predictive capabilities and driving efficiencies, both internally and externally.
ML and Gen AI Model Access: Customers use IrisX to access open-source and commercial LLMs enhancing their applications without the limitations of proprietary systems, fostering innovation and flexibility.
Shared Feature Store: Customers use IrisX to establish a centralized feature store streamlining the development process, improving model accuracy, and reducing time-to-production
Model Training: Customers use IrisX to develop accurate and efficient machine learning models of any type, ensuring the best possible performance across a variety of applications

Deploy

Centralized Deployment: Customers use IrisX to deploy models seamlessly and efficiently as their centralized deployment system ensuring consistency, reliability, and scalability in production

Use and feedback

Real-time Monitoring: Tools for monitoring model performance and data quality, with proactive alerting and detailed dashboards.
E2E Privacy & Security: Customers own their private instance that is fully secured by the highest security standards while retaining full data and model ownership

IrisX leverages traditional ML and Gen AI to analyse data and identify patterns that humans would’t be able to - and now with Gen AI this is much more accesible to our customers.