ANALYST REPORT
H2O.ai is named a Visionary in 2024 Gartner® Magic Quadrant™ for Cloud AI Developer Services
According to Gartner report, CAIDS provide capabilities such as:
- Code generation and explanation via models with APIs or through experiences such as IDE plug-ins
- Data preparation to correct data quality concerns, generate missing values when possible, and identify characteristics that prevent responsible AI
- Feature engineering
- Automated ML model building by offering coded and no-code approaches that iterate through algorithms to build and choose the best-performing models
- Model deployment ranges across hosted, on-premises and edge, and monitoring for drift in the model behavior
- LLM fine-tuning and grounding to increase the relevance and accuracy of responses, and to further the use cases where this technology can be implemented
- AI agents that bridge intelligence and actions to assist in customer and employee activities
H2O.ai was assessed in Gartner Magic Quadrant for Cloud AI Developer Services for our ability to execute and completeness of vision.
As per report, CAIDS vendors are also improving their capabilities across four key use cases:
- Language
- Vision
- Tabular Data
- AI Code Assistants and Code Models
Due to the rapid growth, diversification and innovation in the CAIDS market, Gartner plans to retire the CAIDS market and introduce multiple new Magic Quadrants to cover this technology market.
This is the last year of publication for Cloud AI Developer Services.
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