> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.talqora.com/operate-at-scale/organizations-and-members/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.talqora.com/_mcp/server. # Organizations and members > Workspace onboarding, invitations, roles, and scoped credentials. The first authenticated session creates one Developer organization automatically. Before the console opens, the owner completes onboarding by choosing a workspace name, use case, expected vector count, and default AWS region. Talqora sends a Resend confirmation email after completion. Owners can invite teammates by email. Invitations expire after seven days and count against the plan member limit. The authenticated email must match the invitation email. A matching pending invitation is accepted automatically on login, or explicitly through the acceptance endpoint. `owner` can manage plans, invitations, and billing. `member` can work with indexes and scoped API keys. Application credentials are independent of member sessions and can be limited to read, write, and selected index IDs. > Workspace onboarding, invitations, roles, and scoped credentials.