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Trend Vision One classifies public AI services into three categories. If the primary service of a cloud application falls into any of these categories, the application is considered a public AI service.

ML/GenAI Service Providers

Platforms that offer AI/ML capabilities as APIs or services that developers can integrate into their own applications. These include:
  • Amazon Bedrock: Developers can integrate Bedrock GenAI services into their applications
  • OpenAI API: Provides GPT models, DALL-E, Whisper, and other AI models via API
  • Anthropic Claude API: Conversational AI capabilities for developers

ML/GenAI Development Platforms

Comprehensive platforms that provide tools, infrastructure, and resources for building, training, and deploying AI models. These include:
  • Hugging Face: Provides a downloadable GenAI model, and also a cloud to host the GenAI
  • Kaggle: Provides a dataset to train/evaluate both a machine learning model, and a generated model

AI-Powered End-User Applications

Consumer or business applications where AI is the primary functionality driving the user experience. These include:
  • ChatGPT: Uses GenAI to create a chatbot service.
  • XGrok: Uses GenAI to digest messages on social media, and provide a summary or other information
  • Grammarly: AI-powered writing enhancement
  • Notion AI: AI features integrated into productivity workspace
  • GitHub Copilot: AI code completion and generation
  • Perplexity: AI-powered search and research assistant