Research
We study where modern business software still leaves repetitive human work behind. Our current research focuses on property management operations.
Current research
Property Management
The Vendor Insurance Dispatch Gap: When a COI Becomes a Work-Order Exception
A workflow-level analysis of how expired, incomplete, or mismatched vendor insurance records delay maintenance dispatch—and how to automate the control without mistaking a certificate for coverage.
Read the researchProperty Management
The Lease Renewal Approval Gap: Where Expirations Turn Into Escalations
A workflow-level analysis of why lease renewals stall between owner decisions, resident responses, compliance checks, signatures, and PMS updates—and where automation helps without replacing judgment.
Read the researchProperty Management
Security Deposit Ledger Exceptions Before Move-Out Accounting
Why security-deposit disposition still depends on manual review of tenant ledgers, inspection evidence, invoices, utilities, and refund deadlines even when the PMS automates accounting entries.
Read the researchProperty Management
Owner Distribution Reconciliation Exceptions in Property Management Software
Why owner payouts and trust-account reconciliations still create manual review work even when property management platforms automate bank feeds and accounting reports.
Read the researchProperty Management
Where Property Management Software Still Leaves Manual Work
An evidence-based look at where maintenance coordination, vendor follow-up, and owner approvals still fall back to email, texts, and spreadsheets after the PMS handles intake.
Read the researchUpcoming topics
Make-Ready Turnover Handoff Exceptions Between Leasing and Maintenance
Coming soon