Vertex AI
Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case.
Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.
Vertex AI Agent Builder enables developers to create and deploy enterprise-grade generative AI applications. It offers both no-code and code-first approaches, allowing users to build AI agents using natural language instructions or by leveraging frameworks like LangChain and LlamaIndex.
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Harmoni
A powerful data analysis and visualization platform purpose-built for market research data. From data processing through to analysis, reporting, visualization, dashboards, distribution, and data alerts, Harmoni is for you. Spend less time processing data, and more time analyzing it. Harmoni uses automation to make your job easier. With Harmoni, it's easy to provide valuable, actionable insights to stakeholders. Market research budgets are shrinking, but expectations are ramping up. With Harmoni, you can slice and dice your data as the questions are asked, on the go. Bring your data sources together with Harmoni to form one usable set. Harmoni supports a wide range of data sources, including IBM SPSS®, SQL, Microsoft Excel, CSV, tab-delimited files, Dimensions, and more. Integrated with popular market research platforms, Harmoni supports data collection leaders such as Voxco, FocusVision Decipher, and Qualtrics.
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Media Workbench AI
MediaWorkbench.ai is your all-in-one AI platform designed to supercharge content creation, research, and development—bringing together powerful tools for generating blogs, code, visuals, and deep research insights in a single, easy-to-use workspace. With a generous 100,000 free words across leading models like Azure OpenAI, DeepSeek, and Gemini, plus built-in image generation and report creation, MediaWorkbench.ai helps marketers, creators, researchers, and developers save time, cut costs, and boost productivity by replacing multiple SaaS tools with one flexible solution. Whether you’re a solo creator or an enterprise team, MediaWorkbench.ai empowers you to work smarter, scale faster, and stay ahead of the competition.
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