{
  "dataset": "2026 Property Management AI Workflow Research",
  "publisher": "Adam Stinespring, AI Employees for Local Business",
  "canonical_report": "https://aiemployeesforrealtors.com/property-management-ai-workflow-research-2026",
  "research_date": "2026-07-20",
  "account_count": 145,
  "geographic_scope": "Mid Atlantic and nearby Southeast United States",
  "methodology": {
    "source_type": "Public company websites, team pages, service descriptions, portfolio descriptions, owner information, and contact pages",
    "classification": "Each company's plausible first workflow constraint was assigned to one or more recurring workflow patterns using a reproducible text classification.",
    "is_survey": false,
    "patterns_overlap": true,
    "limitations": "The findings do not measure private company pain, AI adoption, software quality, staff performance, revenue, customer satisfaction, or willingness to buy. They identify plausible workflow conversations supported by public information."
  },
  "findings": {
    "maintenance_coordination": {
      "company_count": 119,
      "percent_of_companies": 82
    },
    "routing_and_exception_management": {
      "company_count": 100,
      "percent_of_companies": 69
    },
    "owner_communication_and_approval": {
      "company_count": 91,
      "percent_of_companies": 63
    },
    "leasing_and_turns": {
      "company_count": 70,
      "percent_of_companies": 48
    },
    "accounting_and_financial_operations": {
      "company_count": 39,
      "percent_of_companies": 27
    }
  },
  "citation": "Stinespring, Adam. 2026 Property Management AI Workflow Research. July 20, 2026."
}