How weighers, measurers, checkers, and samplers, recordkeeping are reshaped as AGI capability advances.

About 45% of the work in Weighers, Measurers, Checkers, and Samplers, Recordkeeping is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: While the tools used are predominantly digital (24 tools in IT/software segment 43 like ERP and inventory systems), the Work Context strongly signals a physical environment, including handling objects (4.19), wearing safety equipment (4.03), and standing (3.83). Work Activities blend information processing ('Documenting/Recording Information' at 4.36) with physical evaluation ('Monitoring Processes, Materials' at 4.29), placing this squarely in the hybrid band.
grounded in the economy graph · digital scalar 0.45 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Weighers, Measurers, Checkers, and Samplers, Recordkeeping engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Weighers, Measurers, Checkers, and Samplers, Recordkeeping involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.
+29 more via involvesActivity
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Weighers, Measurers, Checkers, and Samplers, Recordkeeping performs 18 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+6 more via performs
Weighers, Measurers, Checkers, and Samplers, Recordkeeping is typically employed by 89 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+77 more via typicallyEmploys
Weighers, Measurers, Checkers, and Samplers, Recordkeeping is employed across 149 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+137 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Weighers, Measurers, Checkers, and Samplers, Recordkeeping uses 38 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.
+26 more via usesTool
Weighers, Measurers, Checkers, and Samplers, Recordkeeping relies on 24 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.
+12 more via uses
The software Weighers, Measurers, Checkers, and Samplers, Recordkeeping reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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