SynthID Integrations

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.

Gemini 2.5 Flash Image is Google’s latest state-of-the-art image generation and editing model, now accessible via the Gemini API, Google AI Studio’s build mode, and Vertex AI. It enables powerful creative control by allowing users to blend multiple input images into a single visual, maintain consistent characters or products across edits for rich storytelling, and apply precise, natural-language-based–based transformations, such as removing objects, changing poses, adjusting colors, or altering backgrounds. The model is backed by Gemini’s deep world knowledge, enabling it to understand and reinterpret scenes or diagrams in context, which unlocks dynamic use cases like educational tutors or scene-aware editing assistants. Demonstrated through customizable template apps in AI Studio (including photo editors, multi-image fusers, and interactive tools), the model supports rapid prototyping and remixing via prompts or UI.

Gemini Image Pro is a high-capability, multimodal image-generation and editing system that enables users to create, transform, and refine visuals through natural-language prompts or by combining multiple input images, with support for consistent character and object appearance across edits, precise local transformations (such as background blur, object removal, style transfers or pose changes), and native world-knowledge understanding to ensure context-aware outcomes. It supports multi-image fusion, merging several photo inputs into a cohesive new image, and emphasizes design workflow features such as template-based outputs, brand-asset consistency, and repeated character/person-style appearances across scenes. It includes digital watermarking to tag AI-generated imagery and is available through the Gemini API, Google AI Studio, and Vertex AI platforms.

MusicFX is an experimental AI tool that lets you turn your imagination into music. It allows you to create unique instrumental tracks within seconds, literally using just a few descriptive words as your guide. MusicFX is powered by Google's MusicLM and uses Google DeepMind’s novel watermarking technology, SynthID to embed a digital watermark in the outputs. You can use text to turn an idea into music, and text. When you use these tools, you'll see generative AI technology firsthand. Keep in mind that this technology has its own set of challenges since the responses can be inaccurate or inappropriate. We've added multiple layers of protection to minimize these risks.

Google VideoFX is an experimental tool developed by Google Labs that uses artificial intelligence to turn text descriptions into short videos. It is powered by Veo, one of Google DeepMind's most advanced video generation models, which can create high-quality, 1080p resolution videos in various cinematic styles. VideoFX is an experimental technology that allows you to generate your own synthetic videos. Create videos responsibly, especially when generating videos of people. Videos may display inaccurate information, including about people, so please review videos before using them. VideoFX is powered by Google’s Veo generative model and uses SynthID, Google DeepMind’s novel watermarking technology, to embed a digital watermark in all videos. Generated videos and our prompt suggestions are still experimental. When you interact with the tool, Google collects your interactions, tool outputs, related product usage information, and your feedback.

Gemini Robotics brings Gemini’s capacity for multimodal reasoning and world understanding into the physical world, allowing robots of any shape and size to perform a wide range of real-world tasks. Built on Gemini 2.0, it augments advanced vision-language-action models with the ability to reason about physical spaces, generalize to novel situations, including unseen objects, diverse instructions, and new environments, and understand and respond to everyday conversational commands while adapting to sudden changes in instructions or surroundings without further input. Its dexterity module enables complex tasks requiring fine motor skills and precise manipulation, such as folding origami, packing lunch boxes, or preparing salads, and it supports multiple embodiments, from bi-arm platforms like ALOHA 2 to humanoid robots such as Apptronik’s Apollo. It is optimized for local execution and has an SDK for seamless adaptation to new tasks and environments.

Lyria, introduced on Vertex AI, is a powerful text-to-music model designed to generate high-fidelity, custom soundtracks based on written descriptions. Ideal for businesses in marketing, content creation, and entertainment, Lyria enables users to quickly produce music that aligns with their brand identity, video content, or marketing campaigns. It offers a cost-effective and time-efficient solution for creating original, royalty-free music that captures the desired mood, tone, and narrative, accelerating production workflows and enhancing brand experiences.