Top 20 AI Software Of 2024: Best Picks For Business Users

These top Artificial Intelligence-based software solutions collected by Eweek enable companies of all sizes to gain great competitive advantage with artificial intelligence.

The demand for artificial intelligence software (AI) has increased significantly in recent years, and organizations of all sizes are adopting artificial intelligence to stay competitive. During the past couple of years that I’ve spent researching this type of technology, I’ve discovered a range of incredible AI tools, and at what often feels like a moment’s notice, these tools optimize their features and introduce new capabilities to meet the growing needs and demands of users.

I’ve analyzed various artificial intelligence software solutions for different use cases — primarily focusing on business scenarios — to help you determine the best and most relevant AI applications for your needs. This list considers software from AI companies that serve both technical and non-technical teams. Let’s take a look.

Comparison Chart: Top AI Software

The top AI software solutions on the market today cover a broad spectrum of industries and specific use cases. To provide a point of comparison across these categories, we’ve summed up the key characteristics and strengths of each of our top choices in the table below.

Tool	Company	Best For	Key Features & Capabilities
Azure Machine Learning Studio	Microsoft	Best for Data Scientists & Azure Users	Automated machine learning Integration with Azure cloud & products Drag-and-drop designer interface
Databricks Data Intelligence Platform	Databricks	Best for Collaborative Data Workflow Management	Data intelligence engine with semantic understanding AI & data governance Data lakehouse storage & infrastructure
Amazon SageMaker	Amazon	Best for AI & ML Model Deployment	Foundation model building Fully managed infrastructure for AI & ML model lifecycle management Human-in-the-loop & quality management features
DataRobot AI Platform	DataRobot	Best for Rapid Model Building & Model Lifecycle Management	In-platform model building & governance Predictive modeling Modeling data preparation
IBM watsonx	IBM	Best for AI Governance & Explainability	Open, hybrid, governed data store Foundation & fine-tuned AI/ML model-building studio AI assistant for coding, orchestration, & other tasks