IonBin

Independent reviews. IonBin has no partnerships with the tools on this page and was not paid for these listings. Our evaluations are our own, based on public documentation and our research. Product names are trademarks of their owners and are used for identification only. How disclosure works.

Question

How should we organize AI projects so the context is always there?

Verified Oct 17, 2026 Review by Jan 15, 2027 4 sources
Short answer

Create one project per ongoing decision or workstream, not per person: a client account, a product launch, a hiring round. Put the briefs, files and constraints inside so nobody re-explains the situation. Then control who can see each project, because a shared project with salaries or contracts in it is a data leak waiting to happen.

What it is

Claude Projects, ChatGPT Projects and Gemini Notebook let you attach files and instructions to a workspace that every chat inside it can use. Dan Martell compares a project to a room where everything about the work is already up on the wall: the blueprint, the vendors, the decisions still to make.

How it works

  1. One project per decision area, with a short instruction file: goal, audience, constraints, definition of done.
  2. Add only load-bearing files. Briefs, current data, prior decisions. Archive what’s stale; old files compete with new ones.
  3. Use the project to brief people too. A new teammate can read the same files and ask the project questions.
  4. Set access per project. Share with the team that needs it, not the whole company. In Claude, project sharing is a Team and Enterprise feature; in ChatGPT, shared projects use project-only memory and every member can view and download the files (checked 2026-10-17).
  5. Keep the master copy outside the AI tool, in Google Drive, Notion or GitHub, and refresh the project from it.

Benefits

  • Better answers on the first try, because the context is already there.
  • Faster handoffs between people and between tools.

Limits and risks

  • Sensitive data. Check your plan’s data terms before uploading contracts, salaries or client data. See is it safe to put client data into AI?.
  • Vendor-specific containers. The buttons move; the habit of per-decision context is what lasts.
  • Stale projects mislead. Give each project an owner and a review date.

Checked specs

Snapshot from official sources on Oct 17, 2026.

Claude Projects (checked 2026-10-17)Available on all plans; free accounts can create up to five; sharing with view or edit permissions is for Team and Enterprise [1]
ChatGPT ProjectsUnlimited projects; files per project: Free 5, Go and Plus 25, Pro, Business and Enterprise 40; shared projects use project-only memory [2]
Gemini Notebook (Standard)100 notebooks per user and 50 sources per notebook (limits subject to change) [3]

Best-fit stacks

Stack 06

Ops & admin automation

Hand repeat admin (receipts, logs, notices, handoffs) to workflows your agent can trigger.

Agent compatibility

Tool in this entryHow agents connect
Claude Agent platform API/CLIBulk import
ChatGPT Agent platform API/CLIBulk import
Gemini Notebook API/CLIBulk import
Notion MCPAPI/CLIBulk import
GitHub MCPAPI/CLI

Levels come from each tool's recorded, sourced compatibility. How the levels work.

Sources

  1. What are projects? · Anthropicofficial accessed Oct 17, 2026
  2. Projects in ChatGPT · OpenAIofficial accessed Oct 17, 2026
  3. Learn about Gemini Notebook's plans · Googleofficial accessed Oct 17, 2026
  4. It's Actually Pretty Easy to Get Ahead of 99% of People with AI, projects section (from 6:56) · Dan MartellPractitioner view accessed Oct 17, 2026

Practitioner views are restated in our words and labeled as views, not measured results. Product facts come from official sources dated above.

Suggest an edit

IonBin's wiki isn't user-edited. Corrections go to our Directory Curator, who checks them against primary sources before anything changes. Spot something wrong or out of date on “How should we organize AI projects so the context is always there?”? Email us with a link to a primary source.

Suggest an edit by email or write to [email protected]