Introducing Gemini Enterprise Agent Platform, powering the next wave of agents

15/05/2026

In the early days of the AI generative revolution, building secure business tools required enormous engineering effort. Google addressed this challenge with Vertex AI. However, as technology evolves, modern businesses are facing a new level of complexity: managing AI agents that interact across multiple systems, often with significant security and governance risks.

To move towards a truly autonomous enterprise – where AI agents can act independently, accurately, and reliably like real employees – you need a specialized platform. And that's why Gemini Enterprise Agent Platform is officially launching.

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What is Gemini Enterprise Agent Platform?

Gemini The Enterprise Agent Platform is a groundbreaking evolution of Vertex AI. It's Google Cloud's latest comprehensive platform, providing a one-stop-shop for engineering teams to build, scale, manage, and optimize AI agents.

Agent Platform provides a single destination for your technical teams to build agents that can transform your products, services, and operations. These agents can be seamlessly delivered to your employees through the Gemini Enterprise app, all while remaining tightly integrated with your IT operations to help ensure control, governance, and security as you scale.

The platform also provides first-class access to more than 200 of the world’s leading models through Model Garden. This includes our latest first-party breakthroughs like Gemini 3.1 Pro, Gemini 3.1 Flash Image, and Lyria 3, alongside our open models like Gemma 4. And, of course, customers have full flexibility to use the best model for the job with support for third-party models like Anthropic’s Claude Opus, Sonnet and Haiku.

Moving forward, all Vertex AI services and roadmap evolutions will be delivered exclusively through the Agent Platform, rather than as a standalone service, to power the next generation of agent development.

Why Agent Platform matters for your business: Agent Platform helps you move from managing individual AI tasks to delegating business outcomes with total confidence. You can:

Build: Choose the right environment for the job — from the low-code, visual interface of the new Agent Studio, to the code-first logic of the upgraded Agent Development Kit (ADK). We’ve simplified the entire lifecycle with AI-native coding capabilities to help you ship production-grade agents faster.
Scale: Clear the path to production with the re-engineered Agent Runtime. This supports long-running agents that maintain state for days at a time and are backed by Memory Bank for persistent, long-term context.
Govern: Establish centralized control with Agent Identity, Agent Registry, and Agent Gateway. These capabilities help ensure every agent — whether built on Agent Platform or sourced from our partner ecosystem — has a trackable identity and operates within enterprise-grade guardrails.
Optimize: Guarantee quality with Agent Simulation, Agent Evaluation, and Agent Observability. These tools provide full execution traces and a real-time lens into agent reasoning to help ensure your agents always hit their goals.

How customers are achieving more with Gemini Enterprise Agent Platform

"Burns & McDonnell uses Agent Platform to transform how organizational knowledge is applied across the enterprise. Using ADK, we are building an AI agent that turns decades of project data into real-time, actionable intelligence. Agent Platform enables this innovation to scale responsibly by combining deterministic business rules with probabilistic reasoning — making AI a trusted operational capability, not just a productivity tool. With Agent Platform, we aren’t just managing knowledge; we are activating experience to drive faster, more confident decisions." Matt Olson, Chief Innovation Officer, Burns & McDonnell

“Color Health uses Agent Platform to power our Virtual Cancer Clinic, delivering end-to-end care. By building our Color Assistant with the Agent Development Kit (ADK) and scaling it via Agent Runtime, we are helping more women get screened for breast cancer. The Color Assistant engages users to check screening eligibility, connects them to clinicians, and helps schedule appointments. The power of the agent lies in the scale it enables — helping us reach more people and respond to individual risk and eligibility in real time.” – Jayodita Sanghvi, PhD., Head of AI Platform, Color

“By rebuilding Comcast’s Xfinity Assistant with Agent Development Kit (ADK), we’ve moved beyond simple scripted automation to conversational generative intelligence that delivers personalized troubleshooting and self-service support to our customers. Agent Runtime has been a massive accelerator, allowing us to deploy a sophisticated multi-agent architecture that increases digital containment while ensuring secure, grounded interactions via Gemini. We aren't just reducing repeat interactions by solving customers’ issues the first time; we're redefining the customer experience at scale.” – Rick Rioboli, Chief Technical Officer, Connectivity & Platforms, Comcast

“Geotab uses Agent Platform to rapidly accelerate our AI Agent Center of Excellence. Google's Agent Development Kit (ADK) provides the flexibility to orchestrate various frameworks under a single, governable path to production, while offering an exceptional developer experience that dramatically speeds up our build-test-deploy cycle. For Geotab, ADK is the foundation that allows us to rapidly and safely scale our agentic AI solutions across the enterprise” – Mike Branch, Vice President, Data & Analytics, GeoTab "Gurunavi uses Agent Platform to power 'UMAME!', an AI restaurant discovery app that leverages Memory Bank to achieve a deep understanding of user context. Unlike conventional prompt-based systems, our agent remembers a user's past actions and preferences to proactively present the best options. This eliminates the need for manual searches and creates a seamless experience that will improve user satisfaction by 30% or more. We view this memory function as a non-negotiable feature for the future of new culinary experiences.” – Mike Branch, Phó Chủ tịch, Dữ liệu & Phân tích, GeoTab

"At L'Oréal, Beauty Tech is not just a support function — it is a powerful catalyst to create the beauty that moves the world. To live up to that ambition, we decided to build our own proprietary Beauty Tech Agentic Platform, powered by Google Cloud. Leveraging Agent Development Kit (ADK), we are leading a fundamental shift: moving from deterministic workflow automation to autonomous, outcome-oriented agent orchestration. Our agents are not locked in a vacuum — through Model Context Protocol (MCP), they are securely connected to our single sources of truth, including our Beauty Tech Data Platform and core operational applications. Google Cloud gives us the resilience, the multi-LLM flexibility, and the enterprise-grade trust framework we need to scale this platform globally, while keeping human oversight at the center." – Toshiaki Iwamoto, CTO, Gurunavi

“Payhawk uses Agent Platform to transform our AI agents from simple task executors into genuine financial assistants. By leveraging Memory Bank, we have moved from stateless interactions to long-term context retention. Our agents now act like dedicated team members, autonomously recalling user-specific constraints and history. For example, our Financial Controller Agent now remembers a user’s habits to auto-submit expenses, reducing submission time by over 50%. This shift allows our agents to anticipate needs based on past behavior rather than just reacting to prompts.” – Diyan Bogdanov, Principal Applied AI Engineer, Payhawk

"PayPal uses Agent Platform to rapidly build and deploy agents in production. Specifically, we use Agent Development Kit (ADK) and visual tools to inspect agent interactions, and manage multi-agent workflows. This provides the step-by-step visibility we need to visualize the flow of intent and payment mandates. Finally, Agent Payment Protocol (AP2) on Agent Platform provides the critical foundation for trusted agent payments. helping our ecosystem accelerate the shipping of secure agent-based commerce experiences." – Nitin Sharma, Principal Engineer, AI, PayPal

Build AI agents

Build agents quickly and easily by empowering your developers, business users and everyone in between to build and deploy agents at scale.

Build smarter agents, faster

A major upgrade to ADK: More than six trillion tokens are processed monthly on Gemini models through ADK. Unlock more powerful reasoning by organizing agents into a network of sub-agents. This new, graph-based framework allows you to define clear, reliable logic for how agents work together to solve complex problems.
Workspaces are secure-by-design: Give agents a hardened, sandboxed environment to run bash commands and manage files safely, isolated from your core systems.
Multimodal streaming: Bring human-like stability to real-time interactions with multimodal support for live audio and video cues.

Connect your agents to the enterprise

Securely access any system: Use plug-and-play architecture with Native Ecosystem Integrations to connect agents to your internal data and tools without custom coding.
Automate background operations: Activate your data in BigQuery and Pub/Sub with Batch & Event-driven agents. This way, you can run massive, asynchronous tasks like content evaluation or data analysis in the background.

Go from idea to production in hours

Enable AI-driven development: A programmatic interface for coding agents to access Google’s complete suite of agentic capabilities, allowing them to build, evaluate, and deploy production-ready agents on your behalf.
Bringing agent building directly to Agent Studio: Now, you can move seamlessly from building simple prompts to deploying complex agents in Agent Studio. Once you're ready for deep customization, export your logic directly into ADK to continue development in a full-code environment.
Get a head start with pre-built agents: Access a curated set of agent templates in Agent Garden — including code modernization, financial analysis, economic research, invoice processing, and more — that serve as immediate building blocks for your multi-agent systems.

Scale AI agents

To move from a proof-of-concept to a live environment, you need a platform that can handle the performance, state, and security requirements of real-world work.

Powering high-performance agent execution

The latest Agent Runtime: Our revamped Agent Runtime delivers sub-second cold starts and allows you to provision new agents in seconds.
Support for multi-day workflows: You can now deploy long-running agents that run autonomously for days at a time. This allows your agents to manage complex, multi-step workflows and deep reasoning tasks that require extended persistence, like managing a sales prospecting sequence.
Autonomous action with security-by-design environments: Agent Sandbox provides a hardened environment to safely execute model-generated code and perform computer use tasks like browser-based automation without risk to your host systems.
Agent-to-agent orchestration: Enables agents to seamlessly delegate tasks to one another, including support for complex, generative, and deterministic orchestration patterns. This ensures that for critical flows such as compliance, your agents follow well-specified paths every time.

Move beyond temporary session data to high-accuracy context

Personalize interactions: Agent Memory Bank dynamically generates and curates long-term memories from conversations. Using new Memory Profiles, agents can recall high-accuracy details with low latency, ensuring context is never lost.
Link AI interactions to your existing records: Store and manage history using Agent Sessions. With Custom Session IDs, you can use your own unique identifiers to track sessions and map them directly to your internal database and CRM records.
Enable real-time, human-like interactions: Using the WebSocket protocol for Bidirectional Streaming, you can help ensure your agents are highly responsive during live customer or employee interactions, processing audio and video without lag.

Govern AI agents

Govern with a secure-by-design architecture that applies enterprise rigor to every agent in your fleet – from the ones you build on Agent Platform to the ones you source from our partner ecosystem.

Manage all of your agents through a single source of truth for identity and access.

Simulating realistic conversations: Use Agent Simulation to test virtual agents against realistic, synthetic user interactions and virtualized tools in a controlled environment. Virtual agents are automatically scored based on the success and safety of their tasks in multi-step conversations.

Monitor and improve production.

Live performance monitoring: Use Agent Evaluation to score agents based on real-world traffic using a multi-round automated evaluation system capable of assessing the logic of entire conversations, not just single responses. With a comprehensive dashboard and Agent Observability, you can visually monitor complex reasoning processes to debug issues as they occur.
Automatic agent optimization: Instead of manually searching through logs, Agent Optimizer automatically groups actual errors and suggests optimized system instructions to improve accuracy.

Gimasys – Your strategic partner in bringing AI agents into your business.

Google Gemini Enterprise Agent platforms offer immense power, but integrating them into each business's specific infrastructure and processes requires specialized expertise. That's where Gimasys comes in.

As a Premier Partner of Google Cloud in Vietnam, Gimasys is proud to be a pioneer in helping domestic businesses unlock the potential of AI agents.

AI Architecture Consulting: Develop strategies and design multi-agent workflows tailored to specific business requirements (Finance, Retail, Manufacturing, etc.).
Deployment & Integration: Build, train, and connect secure AI agents to the enterprise's data systems (ERP, CRM) using Agent Platform's toolset.
Training & Transfer: Help your IT team master Agent Studio and ADK, enabling them to confidently scale and manage their internal AI ecosystem.

With extensive experience and a team of Google-certified experts, Gimasys is committed to turning your business's vision of autonomous AI into reality, with the highest level of security and optimal cost.

Conclusion

The era of simple prompts is over, giving way to the era of autonomous, secure, and results-oriented AI agents. The Google Gemini Enterprise Agent Platform is the new standard for building the next generation of digital workforce for businesses.

Don't let your business fall behind in the AI race. Contact Gimasys now to receive expert advice and begin building your own exceptional AI agent team!