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Custom AI agentsWe build and run an agent for one jobPricingAboutBlogGemini Enterprise Business starts at $21 per seat a month, and some of its agent features are still in early access. Here are 9 alternatives for work AI agents and enterprise search, with prices read on each vendor page and one honest limit for each.
Checked October 26, 2026. Prices were read on each vendor's own pricing page; some vendors only quote through sales. Prices change: re-check before you buy. Dooza Crew is our product; we list it last and say where others fit better.
If you run on Microsoft 365, use Microsoft 365 Copilot. For a general work assistant with agents, compare ChatGPT Business and Claude Team. If you are on AWS, try Amazon Quick. For enterprise search across many apps, look at Glean. To build your own agents, try Copilot Studio, Gumloop or Dify. For a team of agents you brief in plain words, try Dooza Crew.
Google calls Gemini Enterprise "One universal agent for the way you work." It used to be sold as Google Agentspace: the old Agentspace product page now redirects to Gemini Enterprise. Buyers look elsewhere because of:
To be fair, many teams like it. In the same r/googleworkspace thread, a lawyer wrote that "NotebookLM is really good for legal stuff, plus is really easy for non techies." Google also says your data is never used to train its models.
| Tool | Best for | Cheapest paid plan | Runs a browser or computer for you | Hosted or self-host |
|---|---|---|---|---|
| Gemini Enterprise (for reference) | Companies on Google Workspace and Google Cloud | Business from $21 per seat a month; 30-day trial | Long jobs run on their own secure machine in Google Cloud (early access) | Hosted |
| Microsoft 365 Copilot | Companies on Microsoft 365 | Copilot Business add-on from $18 per user a month paid yearly | Not listed on the pricing page | Hosted |
| ChatGPT Business | Teams that want ChatGPT Work and Codex | Price not shown in USD when we checked; see vendor page | Yes, a cloud browser in ChatGPT Work on paid plans | Hosted |
| Claude Team | Teams that want Claude and Claude Cowork | Standard seat $20 a month billed yearly ($25 monthly) | Yes, Claude can open sites, click, type and fill forms | Hosted |
| Amazon Quick | Companies on AWS | Plus $20 per user a month billed yearly ($25 monthly) | Not listed on the pricing page | Hosted |
| Glean | Large companies that want enterprise search and agents | Price not public; get a demo | Not listed on the site | Hosted |
| Microsoft Copilot Studio | Building custom agents on Microsoft | $200 a month for 25,000 Copilot Credits | Yes, computer use on a Windows machine | Hosted |
| Gumloop | Business teams building no-code agents | Pro from $37/mo, 20,000 credits | Yes, a real browser for every agent | Hosted |
| Dify | Teams that want to self-host an agent builder | Professional $590 a year per workspace | Not listed on the pricing page | Both |
| Dooza Crew (ours) | Small businesses that want a team of agents | $49/mo per organization (unlimited users and agents) with AI usage included (hard spending cap), 7 days free | Yes, each agent has its own computer and browser | Hosted |
Microsoft 365 Copilot works inside Word, Excel, PowerPoint, OneDrive, Outlook and SharePoint. Microsoft says Copilot Cowork "sends emails, schedules meetings, creates documents, posts in Teams, and manages your calendar. You approve each action before it happens."
OpenAI says "ChatGPT Business gives teams a secure workspace with shared company context, plugins, flexible seats, and admin controls for users, usage and billing." Its help center says "Cloud browser gives ChatGPT Work its own browser on a separate computer in the cloud."
Anthropic's Team plan is "For teams of 2 to 150" and includes Claude Code and Claude Cowork. Its help center says "Claude can open sites, read pages, click, type, and fill forms."
AWS calls Amazon Quick an "Agentic AI-powered Workspace". The Plus plan is "For teams of up to 300 who need collaboration and user management".
Glean bills itself as "Enterprise AI that Works" with agents, an assistant and search. It says "Glean offers more than 250 connectors".
Microsoft says "Copilot Studio is a platform for creating and managing custom agents, workflows, and apps with no code." Its computer use tool "lets your agent interact with and automate tasks on a Windows computer".
Gumloop lets business teams "Build, share, optimize & control agents". Its homepage says "Agents open a real browser and click, type, upload, and pull data from any site your team already uses, with or without an API."
Dify's GitHub page says it helps you "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace."
You tell Dooza, your master agent, the job in plain words from the web or your phone; it plans it, builds the helper agents it needs (a researcher, a writer, an outreach agent) and reports back. Each agent has its own computer and browser in a private, isolated workspace; you watch every step live in chat.
Try Dooza Crew free for 7 days, or read Dooza Crew vs Gemini Spark.
Comparing more work AI agents? See ChatGPT Work alternatives, Claude Cowork alternatives and Gemini Spark vs ChatGPT Work.
If your company runs on Microsoft 365, Microsoft 365 Copilot is the natural pick. For a general work assistant with agents, compare ChatGPT Business and Claude Team. If you are on AWS, look at Amazon Quick. For enterprise search across 250+ apps, look at Glean. If you are a small business that wants work done rather than a search tool, Dooza Crew builds a team of agents for you for $49 a month per organization.
Google's old Agentspace product page (cloud.google.com/products/agentspace) now redirects to the Gemini Enterprise page, checked October 26, 2026. If you are looking for Agentspace alternatives, the tools in this post are the ones to compare.
Google's Business edition page says "Starting at $21 per seat per month" and offers a 30-day free trial for teams up to 300 (checked October 26, 2026). Standard, Plus, Pay-as-you-go and Frontline editions are sold through Google Cloud; their prices are not on the pages we checked, so contact Google sales.
For Microsoft-heavy companies, often yes. In an r/GoogleGemini thread from September 2026, one user who tested both wrote "Gemini really isn't good enough at working with Microsoft applications." Gemini Enterprise does connect to Microsoft 365, Slack, Jira, Salesforce and 100+ other sources, so test it on your own files first.
Amazon Quick has a free plan and a Plus plan at $20 per user a month billed yearly. Claude Team Standard seats are $20 per seat a month billed yearly. Microsoft 365 Copilot Business starts at $18 per user a month paid yearly as an add-on. Dooza Crew is $49 a month per organization with unlimited users and agents.
Most small businesses do not need enterprise search across dozens of systems. They need work done. Dooza Crew is free for 7 days and then $49 a month per organization (unlimited users and agents) with AI usage included and a hard spending cap: you describe the job and Dooza builds the helper agents.
A lead AI agent plus helper agents that browse the web, write files and ask you before they send or pay. 7-day free trial (card required), then $49/month with AI usage included and a hard spending cap.
Claude Cowork and Microsoft Copilot Cowork are both AI agents that carry out tasks for you and ask before sensitive actions. Copilot Cowork lives inside Microsoft 365 and is billed by usage on top of a Copilot license; Claude Cowork comes with paid Claude plans. Here is how they compare.
Microsoft bills Copilot Cowork by usage on top of the Copilot license, and some admins say costs run high. Here are 9 alternatives with prices read on each vendor page, who each fits, one honest limit for each, and the free options.
Got busywork? Dooza it.
Try Dooza Crew, AI agents that do your busywork: 7-day free trial (card required), then $49/month with AI usage included and a hard spending cap. Want a custom agent built for you instead? A Dooza engineer scopes it on a free 30-minute call and it starts as a refundable pilot. See pricing.
Crew: 7-day free trial · Custom agents: refundable pilot, 100% refund within 14 days
Dooza builds AI products and services for small businesses. Custom Dooza agents start with a refundable pilot: 100% refund within 14 days.
Or start now: Dooza Crew, AI employees you chat with from web or phone, watching every step live in chat: free for 7 days, then $49 a month for your whole organization (unlimited users and agents, no per-seat fee) with AI usage included and a hard spending cap. Want it done for you instead? Dooza Managed, $200/month.