> ## Documentation Index
> Fetch the complete documentation index at: https://helpdesk.magica.com/helpdesk/llms.txt
> Use this file to discover all available pages before exploring further.

# What can teams and businesses use Magica for?

Teams can use Magica as an AI work layer for research, operations, content, creative production, and repeatable workflows.

## Common business uses

* **Operations:** organize information, prepare recurring reports, process files, and document procedures.
* **Marketing:** research markets, draft campaigns, create media, and adapt content for different channels.
* **Sales support:** research accounts, prepare briefs, organize lead information, and draft personalized outreach.
* **Customer support:** summarize cases, draft responses, categorize feedback, and turn recurring issues into documentation.
* **Product and engineering:** research technical options, build prototypes, write code, and prepare implementation notes.
* **Creative production:** generate and process images, video, audio, and supporting campaign assets.
* **Leadership:** turn source material into decision briefs, presentations, comparisons, and action plans.

## Match the work to the right surface

* Use **Super Agent** for open-ended work that requires judgment and changing steps.
* Use **Projects** to keep a client, campaign, department, or initiative in a consistent context.
* Use **Flow** for structured processes your team needs to repeat.
* Use **Nodes** for direct access to individual models and utilities.
* Use **API / MCP** to connect Magica workflows to internal software or compatible AI clients.

Magica can complete substantial work, but your team should still set clear permissions, review sensitive actions, and keep a human owner for important decisions.

For workspace and seat options, see [Team Plans vs Individual Plans](https://helpdesk.magica.com/helpdesk/billing-and-subscription/team-plans-vs-individual-plans-which-is-best).