Practical guide

Use dynamic AI artefacts with control

The objective is to separate interactive work surfaces from approved final products. The review baseline covers data source, runtime, permissions, version and export.

WERKVERSTAND / CONNECTING INTELLIGENCE

The essential answer

Claude Cowork has used an updated artifacts system since 19 August 2026. Existing artifacts and special organizational configurations need separate treatment.

01 / FIT

A good fit when

  • Goal, scope and domain accountability are explicit.
  • The review baseline is available: data source, runtime, permissions, version and export.
  • The review records the data source, version and permissions of a specific working state. The controlled export can be linked to that state and is checked for completeness and correct content.

02 / LIMITS

Not the first choice when

  • Avoid: using a live preview as a system of record. Without a traceable state and reviewed export, a live preview cannot serve as authoritative evidence or a system of record.
  • There is neither safe test data nor a manual fallback.
  • A product demo is expected to replace domain acceptance.

Separate legacy artifacts from the new system

Regular new Cowork artifacts have used the updated system since 19 August. Earlier live artifacts remain usable but are republished for changes. Anthropic lists exceptions for organizations using CMEK, ZDR or HIPAA configurations. Identify the system used by the actual account before migration.

Sharing is a separate data decision

Connected artifacts use the viewer’s permissions. Artifacts using connected apps or Claude questions remain internally shareable. This does not replace inspection of stored content. Test a dashboard with a second account: which values can it see, what stays hidden and how is missing access shown?

A dashboard needs a business contract

Define the meaning, time range, source and refresh behavior of each metric. Distinguish an empty result from zero and from a connection error. Inspect the actual view on small and large screens before sharing. Compare important values with their source; a visually finished interface is not yet an accepted business application.

Decision matrix

Decision pointProceed whenStop when
Assignment boundaryDocumented: data source, runtime, permissions, version and export.Scope, data or accountability remains unresolved.
Workflow evidenceThe review records the data source, version and permissions of a specific working state. The controlled export can be linked to that state and is checked for completeness and correct content.There is only an unevaluated demo without acceptance evidence.
Operational controlOwner, approval, fallback and next review date are defined.Avoid: using a live preview as a system of record. Without a traceable state and reviewed export, a live preview cannot serve as authoritative evidence or a system of record.

Keep it verifiable

Primary sources

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