How marketplace and p2p lenders are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Decomposed as an executable program, Marketplace and P2P Lenders runs 1 core process — each a candidate for the Code / Generative / Agentic / Human split, with the agentic and code-shaped steps the first to come off human headcount.
Marketplace and P2P Lenders 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 Marketplace and P2P Lenders resolves to 8 concrete tasks. Sorted into Code / Generative / Agentic / Human, this task ledger is exactly where the automation frontier is drawn.
Marketplace and P2P Lenders 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 Marketplace and P2P Lenders inherits.
The outcomes here that AI agents now deliver directly, where revenue scales with compute, not headcount.
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Marketplace and P2P Lenders staffs 8 job types — the roles that, decomposed to tasks, are first in line to run as supervised-then-autonomous digital labor.
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
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