How pe-backed home services roll-up are reshaped as AGI capability advances.

Only about 15% of PE-Backed Home Services Roll-up 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: Based on its parent industry 'Plumbing, Heating, and Air-Conditioning Contractors' (NAICS 23822) and its primary workforce of Plumbers, Pipefitters, and HVAC Mechanics, the value-producing work is heavily hands-on. While the company type description notes a corporate and digital orchestration layer (M&A, ServiceTitan administrators, centralized dispatch), the core output relies on physical labor, placing this composite firmly in the physical band.
grounded in the economy graph · digital scalar 0.15 · physical
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Decomposed as an executable program, PE-Backed Home Services Roll-up runs 11 core processes — each a candidate for the Code / Generative / Agentic / Human split, with the agentic and code-shaped steps the first to come off human headcount.
PE-Backed Home Services Roll-up is organized into 8 departments. Read as functions of one executable business, each department is a unit of work whose back-office share is increasingly delivered by earned-autonomy digital labor.
The operating model of PE-Backed Home Services Roll-up resolves to 8 concrete tasks. Sorted into Code / Generative / Agentic / Human, this task ledger is exactly where the automation frontier is drawn.
PE-Backed Home Services Roll-up sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure PE-Backed Home Services Roll-up inherits.
The outcomes here that AI agents now deliver directly, where revenue scales with compute, not headcount.
PE-Backed Home Services Roll-up uses 8 products to deliver its outcomes — the toolchain whose work an autonomous stack absorbs as the service becomes software.
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
PE-Backed Home Services Roll-up typically employs 232 occupations — the labor mix whose desk-knowledge share is the most exposed to becoming digital employees first.
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PE-Backed Home Services Roll-up staffs 8 job types — the roles that, decomposed to tasks, are first in line to run as supervised-then-autonomous digital labor.
The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.
PE-Backed Home Services Roll-up relies on 8 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.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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