# org-ai (x-org-ai.org)

People say this to mean AI that helps an organization or company get work done. They picture software that handles emails, schedules meetings, or writes reports for their team.

## What a model may hear
- Emacs org-mode AI integration (text editors and developer tools): look for plugins that combine Emacs org-mode with AI features like task planning or note generation
- organizational AI research (academic papers on AI and institutions): assume the user wants studies about how AI changes company structure or governance
- nonprofit AI initiative (open-source foundations and NGOs): treat the query as referring to a specific project or consortium with that name
- org file format processing (parsing and data pipelines): try to parse .org files or extract structured data from org-mode syntax

## Where people and models part ways
- Says: "help my org use AI"
  Means: my company wants to adopt AI tools
  May be taken as: the model suggests Emacs plugins or .org file utilities
  Say instead: "help my company adopt AI tools for business tasks"
- Says: "org-ai for scheduling"
  Means: AI that manages my team's calendar
  May be taken as: the model writes Emacs Lisp code for org-mode agenda features
  Say instead: "AI assistant that schedules meetings for my team"
- Says: "set up org-ai"
  Means: deploy AI for our nonprofit
  May be taken as: the model searches for or tries to install a specific open-source package called org-ai
  Say instead: "set up AI tools for our nonprofit organization"

## Tips
- Say 'company' or 'nonprofit' instead of 'org' if you mean an organization.
- Say 'team' or 'business unit' to keep the model from jumping to software projects.
- If you do mean Emacs org-mode, say 'Emacs org-mode with AI' explicitly.
- Add the task you want done, not just the domain, like 'AI that writes our grant proposals'.
- Check if the model responds with code; if so, clarify you are not a programmer.

## Often confused with
- org-mode: a specific Emacs text-editing system
- Org: the file extension and markup format
- organizational AI: academic study of AI in institutions
- enterprise AI: corporate AI products with sales focus
- open-source AI: code that is freely modifiable
- AI for good: nonprofit and social-impact AI projects