Buyer’s Guide: Enterprise AI Platforms (2025)

Summary for decision-makers
AI platforms provide an enterprise-grade mechanism for integrating AI
Building a business case for an enterprise AI platform
Defining the enterprise AI platform
The ecosystem for enterprise AI platforms
Alibaba Cloud complements its cloud computing portfolio with AI infrastructure
Altair Engineering expands its computational intelligence portfolio with an AI platform
Alteryx builds on its data and analytics heritage with its AI platform and analytics cloud
Amazon Web Services (AWS) broadens its portfolio with comprehensive AI platform innovation and partnerships
Anyscale brings an enterprise AI platform approach to its open-source roots
C3 AI adds its enterprise AI platform to an expanding library of AI applications
Cloudera leverages its data science heritage with continuing innovation in its AI platform
Cohere takes AI into the workplace with its AI platform and own models
Databricks extends its approach to data intelligence through its AI platform and partner network
Dataiku combines data preparation, machine learning and GenAI development in its AI platform
DataRobot accelerates AI innovation for all skill levels and business environments
Domino Data Lab promotes its ability to unify and scale AI in hybrid environments
Glean focuses on deploying AI in the workplace through its centralized agent platform
Google brings AI to everyday work, adding agents to its expansive AI platform capabilities
H2O.ai supports an open-source approach to AI for a wide range of skill levels
IBM updates its AI strategy to serve a broader range of enterprise use cases
Microsoft continues to expand its portfolio through AI innovation and partnerships
Oracle builds on its application and database legacy with AI investments
Palantir Technologies delivers verticalized expertise for organizations to drive automation
SAS leverages its data and analytics heritage to accelerate AI innovation

Figure 1. Key buyer considerations for enterprise AI platforms
Figure 2. List of enterprise AI platform and application providers
Figure 3. Categories of enterprise AI platforms
Figure 4. Alibaba Cloud overview
Figure 5. Altair Engineering overview
Figure 6. Alteryx overview
Figure 7. Amazon Web Services (AWS) overview
Figure 8. Anyscale overview
Figure 9. C3 AI overview
Figure 10. Cloudera overview
Figure 11. Cohere overview
Figure 12. Databricks overview
Figure 13. Dataiku overview
Figure 14. DataRobot overview
Figure 15. Domino Data Lab overview
Figure 16. Glean overview
Figure 17. Google overview
Figure 18. H20.ai overview
Figure 19. IBM overview
Figure 20. Microsoft overview
Figure 21. Oracle overview
Figure 22. Palantir Technologies overview
Figure 23. SAS overview