Vertex AI

The product is a platform to build, scale, govern and optimize enterprise AI agents and machine learning models grounded in enterprise data, for transforming applications and workflows into agentic systems and for training, testing and tuning models. It sells to developers, data scientists, ML engineers and IT teams in enterprises and public sector organizations. It is delivered as a SaaS and infrastructure API platform on Google Cloud with unified data, notebooks, and MLOps tooling.

Key features

• Build, scale, govern and optimize AI agents
• Build generative AI apps with Gemini
• Train, test and tune ML models
• Access 200+ models in Model Garden
• Customize models with tuning options
• Evaluate models with Model Evaluation
• Notebooks with BigQuery integration
• Training and Prediction infrastructure
• MLOps Pipelines orchestration
• Model Registry management
• Feature Store for ML features
• Monitor models for skew and drift
• Register and govern agents via Gemini Enterprise app
• Orchestrate agents via Antigravity