Practicus AI - The Unified Platform for Generative AI and Data Intelligence

What is Practicus AI?

Practicus AI offers a unified platform designed to streamline the entire lifecycle of Generative AI and data intelligence projects. The platform emphasizes flexibility, allowing users to build and deploy models in various environments, including cloud, on-premises, and air-gapped private networks.

It provides a range of tools, from a no-code/low-code AI Studio for simplified model creation to managed Jupyter Lab and VS Code environments for advanced data science work. The platform prioritizes security, incorporating features like enterprise SSO, central secrets management, and SBOM compliance, all within an open-source and cloud-native framework, ensuring no vendor lock-in.

Features

Generative AI: Build and deploy generative AI models with flexibility across cloud, on-premises, or air-gapped networks.
AI Studio: No-code / low-code platform for creating and deploying AI models.
Self-Service Data Intelligence: Tools for EDA, data preparation, and AutoML.
Data Science: Managed Jupyter Lab and VS Code for data science projects, optimized for distributed Machine Learning.
Analytics: Open-source analytics platform for deep data insights with Open Iceberg Lake House.
Observability: Tools to monitor AI/ML performance, drift, manage logs, and detect anomalies.
Cloud Native: Built on CNCF compatible open-source technologies.
Secure: Enterprise SSO, central secrets management, SBOM compliance, and secure GitOps.

Use Cases

Developing and deploying custom generative AI applications.
Building predictive models using automated machine learning.
Performing exploratory data analysis and visualization.
Creating and managing data pipelines.
Monitoring the performance of AI models in real-time.
Analyzing large datasets for business intelligence.
Securely managing and governing data assets.
Deploying AI/ML solutions in highly regulated environments.

FAQs

What does "forever free" mean?

The forever free concept is about our long-term commitment to democratizing AI and making it accessible to larger audiences. Although it is not a contractual commitment, we publicly announce that under the current ownership and leadership structure, Practicus AI will not change their mind one day, and start charging for the app or the entry level cloud offer.
What can I do with the Free App?

Practicus AI free app works on your laptop and offline. It is great to work with local files (.csv, .xlsx …) even if they have hundreds of millions of rows. You can visualize data, perform data preparation steps that can later run on the cloud. You can also use Excel-compatible functions to build complex formulas to process and prepare data. Practicus AI app also comes with a simple but powerful Python editor.
What are Free App limitations?

Many AI/ML and Big Data functionality require advanced systems / code libraries. Instead of installing all of these systems on a users laptop, we offload key responsibilities to the cloud. Some of our cloud only functionality are: Advanced Data Profiler, Quick SQL on any data, Building AI models with one click (AutoML), AI-based predictions.
How do I pay for the Practicus AI professional cloud?

Like your electric or water utility bill, AWS will measure (meter) the hours of your Practicus AI cloud usage, and bill you monthly. This only works when you enable (subscribe to) Practicus AI on AWS marketplace. The model works somewhat similar to an app store on your phone. You normally see your itemized AWS usage, such as compute, storage and network on your cloud invoice. For the months that you use Practicus AI, you will also see Practicus AI professional cloud hours as one more line item. Please keep in mind that you stop paying for Practicus AI cloud the moment you stop using it. You do not need to disable or unsubscribe an offer.
How can I control my cloud costs better?

Every AWS account has spending limits that you cannot remove. You can increase or decrease this limit, making sure you do not go beyond your budget.