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Teams Need a Shared Front Door for AI Tools, Not Just More Tools

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The article argues that many teams struggle less with AI model quality than with scattered access, as useful tools are spread across bookmarks, accounts, and links. It proposes treating an AI workspace as a unified entry point, with a recognizable name and stable URL, that makes capabilities easier to find, adopt, and support. The author warns against overbuilding custom frontends, since a portal only helps if it reduces friction rather than adding maintenance work. Managed workspace features are presented as a low-effort way to test the idea before investing in full infrastructure. A custom domain is highlighted as a stable operational boundary that can stay constant even as the underlying stack changes.

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