TL;DR: on October 8, 2026, at its Gemini at Work event, Google Cloud announced Gemini agent, a universal AI agent in private preview that can receive its own email address, calendar and Drive storage inside the company, with per-project spending caps.
An AI agent listed in the company directory, right next to the employees: that is the most striking image of this announcement. And it is precisely this detail, more than the demos, that deserves an SME leader's attention.
Key takeaways
- Google Cloud announced Gemini agent on October 8, 2026 at Gemini at Work; the product is in private preview, with no general availability date and no published pricing.
- Google's "coworker agents" can receive a full Workspace account: an email address, a calendar, Drive storage and an entry in the company directory.
- Smart Routing automatically splits each task between Google's Gemini models and Anthropic's Claude, based on performance and cost.
- According to Google, close to 90% of Fortune 100 companies already use Gemini Enterprise, and BNP Paribas is rolling it out to more than 65,000 employees.
What Google announced on October 8
At its annual Gemini at Work 2026 event, Google Cloud presented Gemini agent, which it describes as "a universal agent for work". In practice: a single prompt box, connected to the company's business context, from which you hand objectives to an agent that plans its work, uses tools and delivers a finished result directly into existing documents, inboxes and development environments. The agent runs inside Google Workspace, but also in Microsoft 365 and Slack, and connects to Salesforce, ServiceNow, Jira, BigQuery, Snowflake and Databricks, as well as to MCP (Model Context Protocol) servers.
Three features stand out. First, persistence: a task lasting hours or days keeps running in the cloud after the laptop is closed, and can be picked up from another device. Second, chained delegation: the agent spins up temporary sub-agents for specific steps. Third, identity: "coworker agents", persistent agents with a defined role, receive their own Workspace account, with an email address, a calendar, Drive storage and a directory entry, as VentureBeat details. You assign them tasks through Google Chat or by mentioning them in a document.
The product is in private preview for a limited group of customers. Google announced neither a general availability date nor detailed pricing; the agent will be included in Gemini Enterprise wherever the offer is available, including through some Google Workspace business and enterprise subscriptions.
An agent with an email and a calendar: why does it matter?
Because this identity answers the question enterprises actually ask. The question is no longer "what can the agent do?" but "how do we control it?". By giving each agent a cryptographically verified identity, Google slots it into the management tools IT teams already know: permissions, directory, audit logs. Every action is logged and attributed to the agent's identity, the agent only accesses files explicitly shared with it, and complex tasks run in isolated containers (Agent Sandbox) behind a gateway that enforces the company's security rules (Agent Gateway).
Memory follows the same industrialization logic. Gemini agent distinguishes four memory types: session memory (ongoing tasks), semantic memory (accumulated knowledge), procedural memory (learned methods) and episodic memory (previous work). An agent that prepares the same report every Monday therefore improves week after week, instead of starting from scratch.
On the cost side, Google adds per-project spending caps: when the limit is reached, the agent's activity is paused, and spending can be attributed department by department. Smart Routing also picks the best-suited model for each task, between Google's Gemini models and Anthropic's Claude, with other proprietary and open-source models announced for later.
Two weeks of announcements: the agent race speeds up
Google's announcement does not arrive alone. Within two weeks, four major players each presented their vision of the enterprise agent. The table below sums up the sequence, as reported by VentureBeat.
| Date | Company | Announcement |
|---|---|---|
| September 25, 2026 | Microsoft | Major Copilot update for enterprise work |
| September 29, 2026 | OpenAI | Dots, enterprise agent unveiled at DevDay |
| October 6, 2026 | Anthropic | Claude for Google Workspace |
| October 8, 2026 | Google Cloud | Gemini agent, universal agent in private preview |
Google's adoption figures give a sense of scale: close to 90% of Fortune 100 companies reportedly use Gemini Enterprise, BNP Paribas is rolling it out to more than 65,000 employees, and Japanese insurer SOMPO has built more than 10,000 custom agents. Singapore bank DBS runs chains of 70 to 80 specialized agents to prepare its credit memos, according to TechWire Asia. A useful caveat: these numbers come from Google and its customers, and no independent benchmark yet exists on the universal agent's reliability for long-running tasks.
What does it change for a small or mid-sized business?
In the short term, nothing you can use: the private preview is reserved for a small group of large accounts. But the direction of travel concerns SMEs directly, for three reasons.
First, the distribution channel. Gemini agent will be included in Gemini Enterprise, available through Google Workspace business and enterprise subscriptions, with no extra cost announced at this stage. For a company of 10 to 100 employees already on Workspace, the technology will arrive inside the existing inbox, with no integration project and no new contract. That is a break from previous waves of AI tools, which required a dedicated purchase and rollout.
Second, the control model. Per-project spending caps, automatic suspension of the agent and department-level cost attribution answer the first objection of SME leaders: the fear of runaway costs. An agent that stops when the budget is hit is an agent an owner can reasonably leave running overnight.
Third, the prerequisite the announcement does not mention: an agent working in your files and your inbox is only worth as much as your processes. If the company's knowledge lives in three mailboxes and an Excel file nobody updates, the agent will have nothing reliable to read, however powerful the model. The preparation starts now: clarify who has access to what, document repetitive processes, structure customer data. That is exactly the work companies have been postponing for years, and it is becoming the entry ticket.
What I would do before delegating anything
In my consulting work, I build systems that look like small-scale versions of these agents: an automated newsletter that runs on its own across 93 n8n nodes, an automated competitive watch for an industrial cheese maker. What these projects taught me fits in one sentence: the hard part is almost never the model, it is the precise definition of the task, the authorized sources and the expected output format. Google can ship the infrastructure; that framing work remains the company's job.
And some judgment is in order. For an SME, starting with a universal agent is rarely the right sequence. A deterministic workflow, with a tool like n8n, captures most of the gains on repetitive tasks: cheaper, auditable, no surprises. An agent with its own identity earns its keep when the task requires judgment, back-and-forth across several systems and a long execution time. If your volumes are low or your processes undocumented, keep your current tools and invest in structure first; the agent will wait, and it will be cheaper in a year.
Google is no longer selling an assistant; it is selling a colleague with a badge, an email address and a capped budget. The question for a business owner is therefore no longer "do we need an agent?" but "what are you ready to hand over, and is your company legible enough for it to work there?"
Frequently asked questions
What is the Gemini agent Google announced?
Gemini agent is a universal AI agent announced by Google Cloud on October 8, 2026 at the Gemini at Work event. It runs tasks lasting hours or days in the cloud, spins up temporary sub-agents and can receive a full Workspace account, with its own email address, calendar and Drive storage.
Can a small or mid-sized business use Gemini agent today?
Not yet. The product is in private preview for a limited group of enterprise customers, with no general availability date announced. It will ship as part of Gemini Enterprise, available among other routes through Google Workspace business and enterprise subscriptions.
How much does Gemini agent cost?
Google has not published detailed pricing. The agent is announced as included at no extra cost wherever Gemini Enterprise is available, with per-project spending caps. The cost of persistent coworker agents with their own identity remains to be clarified.