Anthropic’s Claude Cowork introduces live artifacts as an alternative to static dashboards. The feature is still in early testing with no formal release, and users have reported reliability and scaling challenges. Organizations will need to set up permissions, access controls, and audit trails before connecting live data sources.

• Claude Cowork is testing live artifacts that pull real-time data from databases, spreadsheets, or warehouses to generate dynamic charts and reports instead of static dashboards, replacing manual design with conversational queries.
• It's still unreleased and access-tier limited, with reported glitches like dropped queries and timeouts when scaled up.
• Live data connections require strict permissions, encryption, and audit logging to prevent leaks or manipulation of sensitive figures.
• Recommended for now only as a proof-of-concept on small datasets with tight access controls, not for mission-critical use.