{
 "id": "11.04a",
 "slug": "capital-and-financing-context-gpu-backed-lending",
 "url": "/parts/software-tools-and-services-touching-the-hardware-optional/capital-and-financing-context-gpu-backed-lending",
 "name": "GPU-backed lending",
 "qualifiers": null,
 "layer": {
  "id": 11,
  "name": "Software, tools & services touching the hardware (optional)"
 },
 "parent_id": "11.04",
 "children": [],
 "summary": "Lending structured against pools of GPUs as collateral, used to finance compute purchases without relying solely on developer or operator balance sheets.",
 "description_md": null,
 "ai_delta": null,
 "bottleneck_status": null,
 "scale_tiers": [],
 "density_modes": [],
 "scale_notes": null,
 "flow": [
  "supply"
 ],
 "companies": [
  {
   "company_id": "blackstone",
   "name": "Blackstone",
   "role": "service",
   "confidence": "inferred",
   "ownership_type": "public",
   "ticker": "BX",
   "product_note": null,
   "note": null,
   "source_url": null
  },
  {
   "company_id": "brookfield",
   "name": "Brookfield",
   "role": "service",
   "confidence": "inferred",
   "ownership_type": "public",
   "ticker": "BN",
   "product_note": null,
   "note": null,
   "source_url": null
  },
  {
   "company_id": "coatue",
   "name": "Coatue",
   "role": "service",
   "confidence": "inferred",
   "ownership_type": "private",
   "ticker": null,
   "product_note": null,
   "note": null,
   "source_url": null
  },
  {
   "company_id": "magnetar",
   "name": "Magnetar",
   "role": "service",
   "confidence": "inferred",
   "ownership_type": "private",
   "ticker": null,
   "product_note": null,
   "note": null,
   "source_url": null
  }
 ]
}