How veterinarians are reshaped as AGI capability advances.

About 50% of the work in Veterinarians 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: Veterinarians exhibit a classic hybrid profile. Their tools are split between IT/software for practice management (21 tools in segment 43, such as Vetport and DVMax Practice) and physical medical/lab equipment (8 tools in segments 42 and 41). Work activities blend high cognitive and digital tasks like 'Making Decisions' (4.81) and 'Documenting/Recording Information' (4.26) with physical presence requirements driven by 'Face-to-Face Discussions' (5.00) and 'Performing for or Working Directly with the Public' (4.25).
grounded in the economy graph · digital scalar 0.50 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Veterinarians engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Veterinarians 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.
Veterinarians performs 21 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+9 more via performs
Veterinarians is typically employed by 23 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+11 more via typicallyEmploys
Veterinarians is employed across 37 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+25 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Veterinarians uses 183 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.
+171 more via usesTool
Veterinarians relies on 32 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.
+20 more via uses
The software Veterinarians 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.
+41 more problems on the graph
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