GoogleCompanyGoogleGoogle develops the Gemini model family and integrates AI capabilities across its consumer products, Workspace, and Cloud platform.GeminiGemini CLIGemini APIGoogle AntigravityJulesLookerOpen companyAI Assistant
Gemini Enterprise
Google's workplace AI app, formerly Google Agentspace. Employees chat with Gemini over company data from Microsoft 365, Google Workspace, Jira, Salesforce and other connected apps, and build no-code agents. Sold per user per month in editions.
The 30-Second Take
Pick Gemini Enterprise if your work spans Google and non-Google apps and you want one assistant over all of them.
Employees chat with Gemini over data from Microsoft 365, Google Workspace, Jira and Salesforce, and run Google-made agents such as Deep Research. Business starts at US$21 per seat a month.
- Best fit
- Companies that want one assistant and agent app over Google Workspace, Microsoft 365 and their business apps.
- Main constraint
- Each edition sets a daily Assistant query pool and its own connector list, and Business stops at 300 users.
- First move
- Trial Business with one team, then check connector permissions and the query pool before buying Standard or Plus.
Why
Watch the connectors: answers follow each source's access rights, and practitioners report slow agent runs and connector gaps. Each edition sets a daily Assistant query pool, and Business stops at 300 users.
43 practitioners, 70 sources reviewed, Updated Nov 1, 2026How this is measured
- Operating stack
- AI Knowledge Work
Comparisons
How does Gemini Enterprise compare with the alternatives?
Gemini Enterprise vs Microsoft Copilot
- AI Assistants
Microsoft 365 Copilot works inside Microsoft 365 mail, files and meetings; Gemini Enterprise reaches Microsoft 365, Google Workspace and SaaS apps through connectors. At 500 seats both list at US$15,000 a month on their standard tiers.
Gemini Enterprise vs Microsoft Copilot Studio
- AI Assistants
Google sells agents inside a per-seat assistant app; Microsoft meters agents in Copilot Credits. Pick by where employees already work and how you want agent use billed.
Operator Insights
What are business and product leaders learning from rolling Gemini Enterprise out across their teams?
Case Western Reserve University [U]TechUniversity ITCase Western Reserve University
Organization-wide. All faculty, staff and students. Announced October 16, 2026.
Case Western Reserve University UTech, published Read the write-up (opens Case Western Reserve University UTech in a new tab)
Observation
Case Western Reserve rolled Gemini Enterprise out to every student and employee, with training and Pro licences on request.
- Takeaway
- Pair a campus-wide licence with a plain data rule and training, as CWRU did, so staff stop using personal accounts.
- What happened
- Case Western Reserve announced a university-wide partnership with Google that gives every faculty member, staff member and student a Gemini Enterprise account through single sign-on, with training, and Gemini Enterprise Pro licences on request. It bars restricted data from any AI system and tells staff to avoid unapproved consumer tools such as personal ChatGPT accounts.
“Case Western Reserve University (CWRU) has announced a university-wide partnership with Google to expand access to advanced artificial intelligence tools, bringing Gemini Enterprise accounts and specialized training to all faculty, staff, and students.”
CWRU University Technology - Public organization write-up (university IT news)
- No usage figures yet
Deployment details
Organization-wide. All faculty, staff and students. Announced October 16, 2026.
- Public organization write-up (university IT news)
- No usage figures yet
- Team
- All faculty, staff and students
- Duration
- From October 2026
- Product version
- Gemini Enterprise, with Pro licences on request
Eddie WilsonChief ExecutiveRyanair
Europe's largest airline. A five-year data and AI partnership with Google Cloud, announced Aug 12, 2026.
The Next Web, published Read the report (opens The Next Web in a new tab)
Observation
Ryanair made Gemini Enterprise the center of a five-year Google Cloud deal that will roll out Workspace and Google Cloud services to 35,000 employees.
- Takeaway
- A company-wide seat count is easy to announce. Ask for the workloads, the dates they reach production and the measure each one must move before treating a rollout like this as proof.
- What happened
- Ryanair signed a five-year data and AI partnership with Google Cloud, with Google Workspace and Google Cloud services going to 35,000 employees and Gemini Enterprise at the center. The airline plans to use it to automate decisions, plan flight crew logistics and support office work, and plans to replace its existing collaboration tools with Workspace and Gemini. Eddie Wilson tied the deal to a dual-cloud plan for resilience. The Next Web noted the release named no workloads, contract value or production dates.
- Public organization write-up (The Next Web report quoting Ryanair's chief executive)
- Rollout size stated by Ryanair
- No production results stated
Deployment details
Europe's largest airline. A five-year data and AI partnership with Google Cloud, announced Aug 12, 2026.
- Public organization write-up (The Next Web report quoting Ryanair's chief executive)
- Rollout size stated by Ryanair
- No production results stated
- Team
- Company-wide, 35,000 employees
- Duration
- Five-year partnership announced Aug 12, 2026
- Workload
- Decision automation, flight crew logistics and office productivity
- Product version
- Gemini Enterprise with Google Workspace, beside a second cloud
In SignalsNot counted. A press report of a partnership announcement, with no account of use yet; it stays out of the Signals count.
Buying and deployment
What business and product leaders should verify before rolling it out across teams.
Sourced from Google Cloud documentation
Signals
What is the current evidence saying about Gemini Enterprise?
A current read of what people, admins, and organizations trying or rolling out Gemini Enterprise report publicly, with every finding linked to its sources.
Practitioner sentiment, all users
−42 Negative net
of 48 sources that take a side, each author counted once.
How this figure is madeLeaders and teams have 8 accounts; GILD prints their sentiment from 20.
Current sentiment
Positive, mixed and negative sources
The score counts them as 5 positive, 15 mixed and 23 negative votes, one per author.
Across 56 public accounts the read leans negative, with 25 negative, 18 mixed, and 5 positive. All 12 sources on setup and admin work raise it as a problem, and all 10 on billing and license pushes do too. Search across company data draws the most praise, 5 of 8 positive, while agents draw criticism for sharing limits and bugs in published ADK agents.
Run a pilot on your team's recurring tasks to measure how often answers are used without rework.
Evidence field. All 70 sources, one mark each.
Arrange by
Each mark is one source: positive, mixed, negative, no opinion stated, or documentation (not counted).
| Group | Sources | Positive | Mixed | Negative | No opinion stated and not counted in the score | Documentation, checked and not counted |
|---|---|---|---|---|---|---|
| Positive | 5 | 5 | 0 | 0 | 0 | 0 |
| Mixed | 18 | 0 | 18 | 0 | 0 | 0 |
| Negative | 25 | 0 | 0 | 25 | 0 | 0 |
| Not counted | 8 | 0 | 0 | 0 | 8 | 0 |
| Documentation | 14 | 0 | 0 | 0 | 0 | 14 |
| Quarter | Sources |
|---|---|
| Q3 2025 | 9 |
| Q4 2025 | 14 |
| Q1 2026 | 6 |
| Q2 2026 | 11 |
| Q3 2026 | 10 |
| Q4 2026 | 6 |
| Documentation, checked | 14 |
By sentiment
14 documentation pages check facts and are not counted.
Hover a mark for a quick look, click it or press Enter to open its source.Tap a mark to open its source, then step to its neighbors with Previous and Next.
What practitioners praise
Top praise of 4. Each mark is a source on it; filled marks praise it.
Most common concerns
Top concern of 5. Each mark is a source on it; filled marks raise it.
All 70 sources behind these findings
- Introducing Gemini Enterprise | Google Cloud BlogGoogle (Official), Product documentation, checked Oct 28, 2026
- Gemini Enterprise release notesGoogle (Official), Product documentation, checked Oct 28, 2026
- Configure identity provider | Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Connectors for Gemini Enterprise editionsGoogle (Official), Product documentation, checked Oct 28, 2026
- Set up your custom MCP server data store | Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Manage web app features | Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Compare editions of Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- AI for business | Gemini Enterprise Business editionGoogle (Official), Product documentation, checked Oct 28, 2026
- SKUs | Google CloudGoogle (Official), Product documentation, checked Oct 28, 2026
- Quotas and pay-as-you-go usage | Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Access Gemini Enterprise Cloud Audit LogsGoogle (Official), Product documentation, checked Oct 28, 2026
- Compliance certifications and security controls | Gemini EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Data residency for Gemini Enterprise Standard and Plus Editions and Gemini Notebook EnterpriseGoogle (Official), Product documentation, checked Oct 28, 2026
- Gemini Enterprise app FAQsGoogle (Official), Product documentation, checked Oct 28, 2026
- Google Cloud charged me $100 eleven days into a 30-day free trial, promised a refund, then replaced it with internal credittoricox85, Reddit r/googlecloud poster (self-described: One user exploring the Business edition free trial), Reddit post, r/googlecloud, published Oct 22, 2026
- Gemini Enterprise timeouts in euiamacarpet, Reddit r/googlecloud poster (self-described: Organization whose users chat through Gemini Enterprise in the eu multi-region), Reddit post, r/googlecloud, published Oct 22, 2026
- CWRU Partners with Google to Expand Campus-Wide AI Access with Gemini EnterpriseCWRU University Technology (UTech), Case Western Reserve University's IT organization (University-wide rollout of Gemini Enterprise accounts and training to all faculty, staff, and students), University IT announcement, Case Western Reserve University, published Oct 16, 2026
- Negotiating Room if I don't want Gemini?DevDadRob, Reddit r/gsuite poster (self-described: Renewing an annual Workspace plan for a 20-user company), Reddit comment, r/gsuite, published Oct 9, 2026
- Negotiating Room if I don't want Gemini?throker, Reddit r/gsuite commenter (self-described: Company using Gemini Enterprise licenses only for Antigravity), Reddit comment, r/gsuite, published Oct 9, 2026
- Gemini Agent Introducedverdverm, Hacker News commenter (self-described: Company evaluating Gemini Enterprise through Google's sales team), Hacker News comment, published Oct 8, 2026
- Gemini 4 Argonbobkb, Hacker News commenter (self-described: Looking for Google's models across its products), Hacker News comment, published Sep 30, 2026
- How many here have or planning on having IA Opsfxlatitude, Reddit r/CIO poster at a 3, 000-user company (self-described: Company-wide Gemini Enterprise rollout at a midsize, AI-regulated US company with 3,000 users), Reddit post, r/CIO, published Sep 15, 2026
- The Perplexing State of Gemini in Google WorkspacePablanoPato, Reddit r/googleworkspace commenter managing about 2, 000 Google Workspace seats (self-described: Workspace customer weighing Gemini Enterprise against a Claude Enterprise plan), Reddit comment, r/googleworkspace, published Sep 6, 2026
- Gemini Enterprise + Antigravity / AI Studiojjajang_mane, Reddit r/googlecloud poster (self-described: Single-user Workspace organization with one Gemini Enterprise user), Reddit post, r/googlecloud, published Aug 30, 2026
- Wipro and Google Cloud Expand Partnership to Scale AI into Core Enterprise OperationsWipro Limited, Google Cloud partner (Company-wide internal deployment by a Google Cloud partner), Press release, Wipro newsroom, published Aug 27, 2026
- Gemini 3.7 Flashbitexploder, Hacker News commenter (self-described: Using Gemini models for business work outside software), Hacker News comment, published Aug 14, 2026
- Gemini 3.7 Flashksajadi, Hacker News commenter (self-described: Linking Google's Antigravity CLI to a Google Cloud project), Hacker News comment, published Aug 13, 2026
- Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyberngrilly, Hacker News commenter (self-described: Workspace user comparing Google's Gemini products), Hacker News comment, published Jul 21, 2026
- Cognizant expands partnership with Google Cloud to accelerate enterprise AI adoption with Gemini Enterprise and Google WorkspaceCognizant, Google Cloud partner (Company-wide internal deployment by a Google Cloud partner), Press release, Cognizant on PR Newswire, published Jul 7, 2026
- Gemini Code Assist will be shut down on July 17derektank, Hacker News commenter who chose a company's enterprise AI vendor (self-described: Chose Google Cloud as the author's company's primary enterprise AI vendor), Hacker News comment, published Jul 3, 2026
- Gemini Enterprise custom MCP: "Reload custom actions" always 401s console sends SAPISIDHASH instead of OAuth Bearer to refreshDataConnectorToolsHuman_Sprinkles_9772, Reddit r/googlecloud poster (self-described: Connecting a custom MCP server to Gemini Enterprise in the eu region), Reddit post, r/googlecloud, published Jun 29, 2026
- Is the per-user API quota for Gemini Code Assist Standard shareable?BusinessMortgage5830, junior engineer at a Google Cloud partner (self-described: Proposing Gemini Enterprise to a client), Reddit post, r/googlecloud, published Jun 22, 2026
- Google Partner pushing EOY Gemini Enterprise bundle deal. Is the math actually good or am I being played?PablanoPato, Reddit r/gsuite poster managing about 2, 000 Google Workspace seats (self-described: Deciding on a Workspace renewal for about 2,000 seats across three tenants), Reddit post, r/gsuite, published Jun 16, 2026
- Confusing Documentation, Products and Gemini related namingSnooDoughnuts3687, Reddit r/googlecloud poster (self-described: Learning Google's AI products after the Agent Platform rename), Reddit post, r/googlecloud, published May 30, 2026
- Google has seriously leaned into AI enshittification latelyverdverm, Hacker News commenter (self-described: Company evaluating Gemini Enterprise through Google's sales team), Hacker News comment, published May 26, 2026
- Deploying custom built agent in gemini enterprisetop1cent, Reddit r/googlecloud poster (self-described: Team with its own agent pipeline built on ADK agents and MCP), Reddit post, r/googlecloud, published May 22, 2026
- Using Data Stores in Gemini Enterprisejjajang_mane, Reddit r/googlecloud poster (self-described: Single-user Workspace organization testing data stores on a personal project), Reddit post, r/googlecloud, published May 12, 2026
- Gemini enterprise mobile appFlokerrr, Reddit r/googlecloud poster (self-described: First-time setup of the mobile app for colleagues), Reddit post, r/googlecloud, published Apr 29, 2026
- Subject: Gemini Enterprise Plus - Custom ADK Agent 300s getting timeout for long running tasks.t01anasabu, GitHub user (self-described: Running a long custom ADK agent from the Gemini Enterprise Plus app), GitHub issue, google/adk-python, published Apr 17, 2026
- Mozilla Thunderboltseabrookmx, Hacker News commenter (self-described: Experimenting with Gemini Enterprise at the author's company), Hacker News comment, published Apr 16, 2026
- How many products does Microsoft have named 'Copilot'?r0m4n0, Hacker News commenter who works at Google (self-described: Google employee whose product was renamed Gemini Enterprise), Hacker News comment, published Apr 4, 2026
- Google Cloud and Gemini Enterprise Standard (Nano Banana Pro)MrITSupport, Reddit r/googlecloud poster (self-described: Set up Standard subscriptions for a company design team), Reddit post, r/googlecloud, published Mar 27, 2026
- Accidentally upgraded to a paid Cloud account, how do I cancel everything?throwawayhrvoje, Reddit r/googlecloud poster (self-described: Trying the Business edition for the author's company), Reddit post, r/googlecloud, published Mar 18, 2026
- Gemini 3.1 Proepolanski, Hacker News commenter (self-described: Describing what friends at banking, industrial, and legal companies in Italy were given), Hacker News comment, published Feb 19, 2026
- Which GC solution use to build a client-facing AI agent?caml_, Reddit r/googlecloud poster (self-described: Team moving from AWS and testing Google Cloud agent tools on a Drive knowledge base), Reddit post, r/googlecloud, published Feb 11, 2026
- Google Gemini Enterprise using M365/Azure SSObjc1960, Reddit r/sysadmin poster (self-described: Admin connecting Microsoft 365 sign-in to Gemini Enterprise for company users), Reddit post, r/sysadmin, published Jan 6, 2026
- How to use Gemini Enterprise licenses on multiple accounts?lazymonster23, Reddit r/googlecloud poster (self-described: Assigning Gemini Enterprise Standard licenses to service accounts in two projects), Reddit post, r/googlecloud, published Jan 2, 2026
- Google Opalesperent, Hacker News commenter (self-described: Trial of Gemini Enterprise), Hacker News comment, published Dec 31, 2025
- Gemini 3 Flash: Frontier intelligence built for speedhappyopossum, Hacker News commenter (self-described: Using Gemini 3 Pro inside Gemini Enterprise for research tasks), Hacker News comment, published Dec 17, 2025
- OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLIesperent, Hacker News commenter and business owner (self-described: Business owner testing Gemini Enterprise for staff in non-technical roles), Hacker News comment, published Dec 13, 2025
- BigQuery table in Gemini Enterprise is fully accessible despite no access permissions_SanD_, Reddit r/googlecloud poster (self-described: Testing access controls on a BigQuery data store), Reddit post, r/googlecloud, published Dec 3, 2025
- Launch HN: Onyx (YC W24) - Open-source chat UIkatzskat, Hacker News commenter (self-described: Comparing an open-source chat tool with Google Agentspace), Hacker News comment, published Nov 25, 2025
- Anyone out there using Agentspace? What's your experience like so far?Hellcho, Reddit r/googlecloud commenter (self-described: Company-wide Agentspace rollout to business teams over Salesforce and Jira), Reddit comment, r/googlecloud, published Nov 20, 2025
- The Agentspace (Gemini Enterprise) Agent gets error when registered with authorizationanton-hajdu, GitHub user (self-described: Publishing an ADK agent with authorization to Gemini Enterprise), GitHub issue, google/adk-python, published Nov 13, 2025
- Return file via Gemini Enterpriserikente, Reddit r/googlecloud poster (self-described: Building ADK agents for Gemini Enterprise), Reddit post, r/googlecloud, published Nov 10, 2025
- Does your company have its own internal ChatGPT?Royal-Strength6807, Reddit r/sales poster and salesperson (self-described: Salesperson whose company bought Google Agentspace), Reddit post, r/sales, published Nov 7, 2025
- ADK Community Call Answers (Part 4): Practical Agent Design & Patternsipokestuff, Reddit r/agentdevelopmentkit commenter (self-described: Publishing ADK agents to Agentspace), Reddit comment, r/agentdevelopmentkit, published Nov 5, 2025
- Gemini Enterprise: Google's Bet on AI That Knows Your BusinessMark Ekvall, author of Tested In Production (self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira), Newsletter review, Tested In Production, published Oct 24, 2025
- Unexpected Cloud Spanner billing while using Agentspace in GCPWorking-Ad5965, Reddit r/googlecloud poster (self-described: Using Agentspace in a Google Cloud project), Reddit post, r/googlecloud, published Oct 14, 2025
- Amazon Quick Suite: The agentic AI application reshaping how work gets donehamelcubsfan, Hacker News commenter (self-described: Comparing Amazon Quick Suite with Gemini Enterprise), Hacker News comment, published Oct 9, 2025
- Gemini Enterprise replaces AgentspaceIce_hg, Reddit r/googlecloud commenter (self-described: Existing Agentspace customer on Microsoft 365), Reddit comment, r/googlecloud, published Oct 9, 2025
- Launch HN: Airweave (YC X25) - Let agents search any appcandiddevmike, Hacker News commenter (self-described: Comparing a new search tool with Google Agentspace), Hacker News comment, published Sep 30, 2025
- Agentspace - Yay or Nay?kejohnson03, Reddit r/googlecloud commenter at a midsize fintech company (self-described: Rolling Agentspace out across a midsize fintech company with large call center and sales groups), Reddit comment, r/googlecloud, published Sep 19, 2025
- Agentspace - Yay or Nay?NonVeganLasVegan, Reddit r/googlecloud commenter (self-described: Configuring Agentspace with Microsoft and Google identity, working with a Google partner), Reddit comment, r/googlecloud, published Sep 5, 2025
- Agentspace - Yay or Nay?AintLosingShit, Reddit r/googlecloud commenter (self-described: About 15 Agentspace pilots), Reddit comment, r/googlecloud, published Sep 4, 2025
- What is the utter nonsense with the Google service naming ? Help needed before I start to hate the 'agent'worldcitizensg, Reddit r/googlecloud poster (self-described: Trying to build a simple agent on Google Cloud), Reddit post, r/googlecloud, published Aug 29, 2025
- ERROR Processing Files with ADK agents deployed to AgentspaceInitiativeNarrow4301, Reddit r/googlecloud poster (self-described: Team building ADK agents and publishing them to Agentspace), Reddit post, r/googlecloud, published Aug 26, 2025
- Agentspace - simple to follow documentationczechmonk, non-programmer Reddit r/googlecloud poster (self-described: Setting up Agentspace to roll out to team members), Reddit post, r/googlecloud, published Aug 21, 2025
- Agentspace and Agent Designer Can You Publish?NonVeganLasVegan, Reddit r/googlecloud poster (self-described: Evaluating Agentspace Enterprise Plus for an organization), Reddit post, r/googlecloud, published Aug 10, 2025
- Response quality difference between Discovery Engine API and Agentspace AppUnfair-Enthusiasm-30, Reddit r/googlecloud poster (self-described: One-month Agentspace trial on company documents), Reddit post, r/googlecloud, published Aug 10, 2025
Aug 2025 to Oct 2026.
56 sources from practitioners, by month and sentiment.
Where It Fits
Where does Gemini Enterprise belong in the stack?
Gemini Enterprise is Core across Assist and Find and supports Create, Analyze, and Automate.
- Business area
- Company-wide
- Function
- Knowledge Work
- Operating stack
- AI Knowledge Work
- Primary role
- Workplace AI Assistant, Search & Agents
Assist
AI assistant: Core
AI assistant, core. The Gemini Enterprise app is a chat assistant that works across email, documents, code, data and business apps under each person's existing permissions.
Find
Web research: Supports
Web research, supports. The Deep Research agent writes source-cited reports, and answers can draw on Google Search alongside connected apps. Dedicated research tools still own long cited research on the open web.
Enterprise search: Core
Enterprise search, core. Connectors to Microsoft 365, Google Workspace, Slack, Confluence, Jira, Salesforce, ServiceNow and other apps make company content searchable and answerable under each person's access rights.
Create
Documents: Supports
Documents, supports. The assistant drafts emails, reports and outreach from connected data, and Gemini Notebook keeps shared, source-backed workspaces. The documents themselves stay in Google Docs, Word or the team's wiki.
Meeting notes: Touches
Meeting notes, touches. Gemini Enterprise works on content that connectors expose; capturing and summarizing meetings stays with Google Meet, Teams or a meeting notes tool.
Analyze
Data analysis: Supports
Data analysis, supports. Agents can query connected data such as BigQuery and draft data-backed reports. Dashboards and governed metrics stay with a business intelligence tool.
Automate
Automation: Supports
Automation, supports. Employees build custom agents with the no-code Workflow Builder and run Google-made and partner agents; deterministic, high-volume automation across many apps stays with a workflow automation tool.
Market mapThe layers Gemini Enterprise covers, and who else owns each one.
General AI assistant
Enterprise search & company knowledge
Web research & cited answers
Writing & documents
Data analysis & reporting
2 more layers on the full map. Core, Supports and Touches describe coverage. They say nothing about quality.
Models
Which models run in Gemini Enterprise?
The current releases GILD tracks that public sources record running in Gemini Enterprise. Each model's page charts its public benchmark scores.
- Claude Opus 5.5A Claude Opus release for complex agentic, coding, and professional work.
- Claude Sonnet 5.5A Claude Sonnet release for everyday agentic, coding, and knowledge work.
- Gemini 3.8 FlashA Gemini Flash release for long-horizon software engineering, agents, and enterprise workflows.
- Gemini 4 ArgonGoogle's Gemini 4 Argon release for advanced reasoning and multimodal work. Google announced it on September 30, 2026 as a limited rollout to cyber defenders in its Fairwind Program; it has been generally available on the Gemini API and Agent Platform since October 13, 2026.

