Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $12M seed at $100M valuation (Mar 2026) led by Long Journey Ventures and Soma Capital. Replaces traditional enterprise SaaS UX (Salesforce, Jira, Tableau) with prompt interface. On-prem model weights.
Eragon AI is building a prompt-native enterprise operating system — replacing the button-clicking UX of traditional enterprise software (Salesforce, Jira, Tableau) with a natural language interface where users describe their intent and AI agents handle the workflow. The company raised $12 million in seed financing at a $100 million valuation in March 2026, led by Long Journey Ventures and Soma Capital. Eragon integrates with Salesforce, Snowflake, Tableau, and Jira while running AI inference on customer-hosted model weights, addressing enterprise data sovereignty requirements.
Google Cloud (GOOGL) unified ML platform with Gemini access, AutoML, and 150+ foundation models in Model Garden; competing with AWS SageMaker and Azure ML for enterprise AI development infrastructure.
Google Vertex AI is Google Cloud's unified machine learning platform — providing end-to-end infrastructure for building, training, deploying, and monitoring ML models and generative AI applications, integrating Google's pre-trained models (Gemini, PaLM, Imagen), AutoML capabilities, custom training infrastructure, and the Model Garden (a catalog of 150+ foundation models) into a single managed platform. Part of Google Cloud (NYSE: GOOGL), Vertex AI serves data scientists, ML engineers, and enterprise AI teams that want to build production AI on Google's infrastructure.
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