Claude Cowork completes tasks on your desktop. Maybe* completes work inside your business. Here's what that difference means.
By Polly Barnfield, OBE, CEO of Maybe*
A quick note: Claude Cowork is made by Anthropic. Maybe* uses Claude as one of the AI models that powers its platform. We're making this comparison because people ask us about it directly and we'd rather give an honest answer than avoid the question.
Claude Cowork is one of the most interesting AI products of 2026. Anthropic launched it in January as a research preview, and the response was significant enough that software stocks wobbled when it went to full enterprise release in February. It gives Claude access to your desktop, your files, and your applications and lets it complete multi-step tasks without you coordinating every step.
That's a meaningful shift. Most AI tools respond to prompts. Cowork executes tasks. That puts it in similar territory to Maybe*, at least in intent.
But the way they deliver that execution and who they deliver it for is different in ways that matter to a business. This post covers what Cowork actually does, where it works well, and where Maybe* takes over.
What Claude Cowork actually does
Cowork lives inside the Claude desktop app alongside chat and code. You switch into Cowork mode, grant it access to a folder on your machine, and describe what you want done. Claude then works through the task autonomously, opening files, moving between applications, running browser actions, and producing a finished output.
The use cases it handles best are high-effort and repeatable knowledge work tasks: organising a messy folder of files, pulling together a report from a set of source documents, extracting data from a stack of attachments, batch-converting documents, and now, following the March 2026 update using your computer directly to open apps and complete browser-based tasks when there's no direct connector available.
Cowork is built around the outcome. Anthropic saw that knowledge workers needed something that could take on a full task, not just respond to one question at a time.
That framing is right. And the product delivers on its intended use case, which is important to understand.
What Cowork does well
FOR INDIVIDUAL KNOWLEDGE WORKERS ON THEIR OWN MACHINE
Completes multi-step document tasks from start to finish, with no step-by-step prompting
Works across local files, folders and applications without switching windows
Handles messy, high-volume file work, sorting, renaming, deduplicating, and extracting
Synthesises information across multiple source documents into a structured output
Scheduled tasks: pull metrics every Friday, run your weekly digest, check email every morning
Available on Pro plan ($20/month) through to Enterprise, broadly accessible
Connectors to Google Drive, Gmail, DocuSign, Slack, and more in the enterprise version
Conversation history is stored locally on your device, not on Anthropic's servers
No technical background required, designed for researchers, analysts, ops, legal, and finance
For an individual knowledge worker whose day involves a lot of file assembly, document synthesis, or repetitive desktop tasks, Cowork is genuinely useful. The DataCamp review puts it well: regular Claude shows how. Cowork gets it done.
Where the gap opens for businesses
Cowork is designed for an individual working on their own desktop. That's not a limitation in disguise; it's the product's honest scope. But it creates real gaps when you try to use it as the answer to AI execution across a team or organisation.
IT RUNS ON YOUR LOCAL MACHINE
Each person in your team runs their own separate Cowork instance
There's no shared task environment; one person's agent doesn't connect to another's
Conversation history is stored locally on each person's device, not centrally accessible
Enterprise audit logs and compliance features do not currently capture Cowork activity
If someone leaves, their Cowork history and configurations leave with them
IT WORKS ON DESKTOP FILES NOT YOUR BUSINESS STACK
Cowork's native strength is local files and folders, not your CRM, project board, or pipeline
Connectors to tools like Google Drive and Slack exist, but Cowork can't update a CRM record, assign a task to a teammate, or trigger a business workflow as a primary action
It can't follow up on a lead, update a deal stage, or distribute meeting actions to your team
The output of a Cowork task lands on your desktop, getting it into your workflow is still your job
GOVERNANCE AND OVERSIGHT
No central administrator's view of what Cowork tasks are running across the team
No organisation-wide policy controls for what Cowork can and cannot access
Each user manages their own folder permissions and connectors individually
No shared task library, every person builds their own prompts and schedules from scratch
Cowork is an excellent personal execution tool. It doesn't replace the question of how work moves between people, systems, and business tools.
What Maybe* does differently
Maybe* is not a desktop app. It doesn't sit on your machine and work through your files. It operates within Slack and Microsoft Teams, the places where your team's work is actually coordinated, and tasks move across your whole business stack.
The five problems Maybe* is built around all involve work that has to cross people and systems to be finished:
Close more leads, follow-ups drafted, CRM updated, next steps scheduled
Save time on admin meeting actions, assigned, project records updated, and reports generated
Run your team with clarity, open tasks surfaced, risks flagged, priorities visible
Stop things falling through the cracks, deadlines tracked, nothing missed
Use your business knowledge properly to answer based on your data, not generic AI
None of these is a desktop file task. They're the work that flows between people, tools, and decisions, and that's exactly where Maybe* operates.
You say: "@Maybe Follow up on this lead"
Maybe* handles:
Tailored follow-up email drafted and ready to send
CRM contact record updated
Next step scheduled in your calendar
You say: "@Maybe Summarise this meeting and assign actions"
Maybe* handles:
Clear summary created from the transcript
Actions assigned to the right people in your project tool
Follow-up drafted and ready to send
CRM or project record updated
You say: "@Maybe What's at risk this week?"
Maybe* handles:
Open tasks and overdue actions surfaced across the team
Risks and blockers flagged
Weekly view delivered without you having to chase it
These tasks don't complete on your desktop. They complete inside your business.
Who is each for
Use Claude Cowork when:
You're an individual knowledge worker whose day involves heavy document and file work
You need to synthesise, reorganise or extract information from many local files at once
You want scheduled desktop tasks, weekly reports, morning digests, and recurring file jobs
You're already a Claude user and want to extend what it can do beyond the chat window
Use Maybe* when:
You need to work to complete across a team, not just on one person's machine
The task involves your CRM, project tools, email, or team communication
You need a follow-up sent, a record updated, and an action assigned inside your business stack
You want every team member to use the same agents with the same rules and outputs
You need central governance: one place to manage what's running, what's paused, what's permitted
You need someone accountable when something doesn't work as expected
Cowork is powerful for the individual. Maybe* is built for the business.
Start with one task
Tell Maybe* what needs doing. It completes the work inside the tools your business already runs on. You can get started today.
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