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Access and Limits

AI Dashboards are experimental and intended for generation and use inside the TagoIO Admin. They do not support TagoRUN, public sharing, or distribution.

Use a Normal or Blueprint dashboard when you need a stable customer-facing dashboard or any of the unsupported delivery options listed below. Generation also depends on the profile AI settings, covered on this page.

Experimental status

warning

Experimental. This feature may change or be removed.

AI Dashboard is experimental. Expect changes to:

  • Prompt behavior and generated layout quality
  • Admin UI (prompt bar, starters, refresh controls)
  • What is supported for share, distribute, and TagoRUN

Do not treat a generated layout as a permanent contract. Prefer regenerating when the product updates.

AI availability

Generation uses the same AI path as TagoAI: profile AI must be enabled and able to serve requests.

RequirementWhere
TagoAI / AI provider enabledProfile Settings → Services → AI Provider
Credits, if generation runs on a paid modelAI Credits balance and profile spend cap
Monthly allowance, if generation runs on the free modelGeneration counts against the profile's monthly free model allowance (TagoAI Service)
Own provider (optional)Using your own AI provider; billed by that provider

When AI is disabled on the profile, the create dialog AI tab is hidden. When AI is enabled but cannot serve requests (no credits, allowance used up, provider error):

  • Generate and refine fail with the error naming the block, until AI can serve requests again.
  • Existing layouts still load in the Admin; you just cannot produce a new version.

Disabling TagoAI on a profile does not delete dashboard resources. It only blocks new generation.

Who can generate

Anyone who can edit the dashboard in Admin and whose profile AI path is live can use the prompt bar. Generation runs under that profile's AI configuration and scope. There is no separate "generate without AI" path.

Unsupported

AreaBehavior
TagoRUNNot supported. Expect an empty or unsupported state for end users; do not publish AI Dashboards as RUN experiences.
Share publicNot supported.
DistributeNot supported.
Period presetsNot supported.
Widget gridNot present. Unlike Normal and Blueprint, you do not place widgets on a grid.

Use Normal or Blueprint when you need share, distribute, RUN portals, or a classic widget grid.

Settings that still apply

These work like other dashboard resources:

  • Name, description, tags, icons
  • Profile visibility and team access in Admin

Data and usage

  • Loading dashboard data counts toward normal dashboard data usage (Data Output for Dashboards).
  • Generate / refine is recorded as AI usage and, on a paid model, spends AI credits (AI usage statistics).
  • On the free model, each generate or refine counts toward the profile's monthly free model allowance (TagoAI Service).
  • Interval refresh multiplies data fetches while the dashboard stays open; choose intervals deliberately.

Practical guidance

  • Prototype and internal Admin views first; keep customer portals on Normal or Blueprint when you need RUN, share, or distribute.
  • Keep prompts and important layout notes outside the session-only chat if you need a record later (Generating and Refining).