How solar photovoltaic installers are reshaped as AGI capability advances.

Only about 10% of Solar Photovoltaic Installers is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: Despite using an equal number of software tools (Segment 43) and physical tools (Segment 27), the software is used purely for orchestration (like scheduling and estimating). The core value-producing work is hands-on, evidenced by top work activities like Performing General Physical Activities (4.51) and Handling and Moving Objects (4.26). Highly physical work contexts such as Outdoors, Exposed to All Weather Conditions (4.69), Exposed to High Places (4.55), and wearing safety equipment (4.79) firmly anchor this occupation in the physical band.
grounded in the economy graph · digital scalar 0.10 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
The work of Solar Photovoltaic Installers engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.
+29 more via engagesIn
Solar Photovoltaic Installers 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.
Solar Photovoltaic Installers performs 26 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.
+14 more via performs
Solar Photovoltaic Installers is typically employed by 56 company types — the demand side that decides which of this role's tasks get handed to agents, and on what authority.
+44 more via typicallyEmploys
Solar Photovoltaic Installers is employed across 32 settings — the places where this role's work is done, and where digital employees first sit beside the humans.
+20 more via employs
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
Solar Photovoltaic Installers uses 54 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.
+42 more via usesTool
Solar Photovoltaic Installers relies on 16 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.
+4 more via uses
The software Solar Photovoltaic Installers 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.
+4 more problems on the graph
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