Occupations

Curators

How curators are reshaped as AGI capability advances.

OccupationsCurators
Curators — illustrated

The bottom line

Roughly 80% of the work in Curators is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.

Why: All 30 tools used by Curators fall into UNSPSC segment 43 (IT/software), setting a strong digital baseline (prior=0.85). This is reinforced by top work activities focused on knowledge work, such as 'Documenting/Recording Information' (4.50), 'Getting Information' (4.44), and 'Working with Computers' (3.99). Additionally, the top work contexts like 'E-Mail' (4.73), 'Telephone Conversations' (4.64), and 'Indoors, Environmentally Controlled' (4.47) confirm a primarily desk-based, information-centric environment, placing this role securely in the digital band.

grounded in the economy graph · digital scalar 0.80 · digital

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

Autonomous Agents as digital employees

Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.

Headless SaaS for Agents

The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.

Curators relies on 48 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.

+36 more via uses

The problems this exposes

Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.

Where Curators sits

Related articles

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Recent capability events

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Problems

  • Artifact Climate Degradationops
  • Provenance And Repatriation Auditscompliance
  • Exhibition Grant Underwritingcapital
  • Collection Digitization Backlogops
  • Fine Art Transit Logisticssupply-chain
  • Exhibition Attendance Modelingdemand-gen
  • Member Retention Programmingretention

Opportunities

  • Provenance Research AgentAgent
  • Catalog Digitization ServiceService-as-Software
  • Grant Proposal AutomationHeadless SaaS
  • Art Logistics RouterHeadless SaaS
  • Climate Preservation AgentAgent