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Microsoft Copilot vs Gemini for work: pick an open source system that reaches both

Companies that run Microsoft 365 and Google Workspace are choosing which half of their work gets an assistant. Copilot is wired into Microsoft 365 and Gemini into Google Workspace. This comparison shows what each reaches, then names the third lane: Kortix, the open-source system you can point at both.

Which ecosystem each one is wired into

Microsoft Copilot is Microsoft's assistant inside Word, Excel, PowerPoint, Outlook and Teams, across desktop, mobile and web, grounded in an organization's own content through Microsoft Graph and Work IQ. It is closed and runs as a Microsoft 365 service. (Microsoft Copilot)

Google Gemini for Workspace is Google's AI woven into Gmail, Docs, Sheets, Meet, Chat and Vids, with an agentic layer in Gemini Enterprise. It is closed and runs on Google's cloud. (Gemini for Google Workspace)

The two answer different halves of a company. Copilot reaches the Microsoft 365 side and Gemini reaches the Google Workspace side, and a question about the other side is where each one stops.

What the choice costs a company that runs both

A company that runs Microsoft 365 and Google Workspace is choosing which half of its work gets an assistant. Copilot reads Microsoft 365 content that a person has permission to see, through Microsoft Graph; Gemini retrieves the Google Workspace content a person has access to. Work that crosses the two suites falls to whichever assistant is open, and the answer comes back partial.

Google documents one way across the gap: Gemini Enterprise connects agents to business apps "like Microsoft 365, Salesforce, SAP, Jira, and more". Microsoft's Copilot stays inside the Microsoft 365 experience. Neither reaches the other vendor's suite as its own ground. That mismatch is why teams shortlist Microsoft 365 Copilot alternatives, and why Copilot for Teams alone rarely settles the decision.

Both are bought per seat on top of a suite. Microsoft 365 Copilot is an add-on that requires a qualifying Microsoft 365 plan, sold for up to 300 people on an annual commitment (checked October 2026). (Copilot pricing) Gemini in Workspace apps is limited on Business Starter and included on Business Standard and higher tiers (checked October 2026). (Workspace pricing)

Kortix, Microsoft Copilot and Google Gemini, side by side

Kortix comes first because it is the only column you can host and point at both suites.

Kortix

What it is
An open-source AI Operating System you run
Ecosystem it serves
Any tool you connect, through connectors
Where it runs
Your cloud, VPC, on-prem, or Kortix Cloud
Who owns the deployment
Your team; repo, models and keys
Model choice
Any model provider with your own keys
Open source
Yes

Microsoft Copilot

What it is
Microsoft's assistant inside Microsoft 365
Ecosystem it serves
Microsoft 365
Where it runs
Microsoft's cloud
Who owns the deployment
Microsoft
Model choice
Microsoft's models, plus Anthropic and OpenAI
Open source
No

Google Gemini for Workspace

What it is
Google's AI in Workspace, with Gemini Enterprise
Ecosystem it serves
Google Workspace
Where it runs
Google's cloud
Who owns the deployment
Google
Model choice
Google's Gemini models
Open source
No

The scheduled-work config in one repo

kortix.yaml
# kortix.yamltriggers:  - slug: daily-digest    type: cron    cron: '0 0 9 * * 1-5'
Source https://github.com/kortix-ai/suna

From the Kortix README: a trigger in kortix.yaml that runs an agent on a cron schedule.

A system that reaches both suites

The open-source AI Operating System is Kortix: it holds your agents, their skills, your company memory, and every connector in one git repo you own. Connectors: 3,000+ apps in a click, plus MCP, OpenAPI, Postman, GraphQL and raw HTTP, so one system can reach both the Microsoft 365 tools and the Google Workspace ones. One isolated sandbox per session. Each session has its own isolated machine and branch.

Session work reaches main through a change request. Merge is default-deny for agents, so a person reviews what lands. Run it on Kortix Cloud, in your VPC, or on your own on-prem network. Self-host is free. (Kortix docs)

The answers to common questions cover the rest of the switch, and the guide to open-source Copilot alternatives lists the field.

Questions a company asks before choosing

  1. Q1

    Can one assistant cover both Microsoft 365 and Google Workspace?

    Neither Copilot nor Gemini covers both by default. Each is wired into its own suite, and reaching across is partial. An open-source system you host connects to both, so the assistant layer stops tracking the suite.

  2. Q2

    Is either Copilot or Gemini self-hostable?

    No. Both are closed services that run on the vendor's cloud, and neither ships a self-host path. Kortix runs on Kortix Cloud, in your VPC, or on your own on-prem network.

  3. Q3

    What stays the same after switching the assistant layer?

    Your Microsoft 365 and Google Workspace plans, the apps people open, and the files inside them. You replace where the agents and memory live while keeping the suites you already pay for.

Point one system at both suites

Connect Microsoft 365 and Google Workspace, then run your first agent.