AI-Assisted Property and Entity Reconciliation Across Yardi and QuickBooks

Key results

$9,450

in estimated annual value from faster property and entity reconciliation

17.5 hours

saved per month (210 hours annually)

350

reconciliation and allocation items processed monthly

None

automated accounting postings, coding changes, or period closes

property reconciliation

Summary

The client is a privately held real estate owner-operator and asset management company overseeing a portfolio through multiple property entities. Asset management and finance were centralized, while each property required separate financial tracking.
In the client’s setup, Yardi held property operations and property-level activity. QuickBooks held the corporate and entity accounting records used for financial reporting and month-end close.
Finance manually compared records across the two systems and allocated centrally paid expenses to the appropriate properties and entities. Open differences were tracked through email and spreadsheets, often reaching the controller only on closing day.
WiserBrand introduced three AI coordinators to match property and entity activity, route exceptions, and prepare close reporting. They assembled evidence and suggested corrections while leaving all accounting changes and close decisions with finance and the controller.
Cooperation Period
Ongoing
Location
USA
Industry
Real Estate
Service Provided
AI Automation
residential property

Business Challenge

A difference between Yardi and QuickBooks could result from incorrect property or entity coding, timing, a duplicate, an amount discrepancy, or a record missing from one system.


Centrally paid expenses created another layer of work. A vendor payment could clear through the company account but still require allocation to the correct property or ownership entity before reporting was accurate.


Finance needed to identify these differences earlier, assign each one to the appropriate reviewer, and maintain a clear approval history across the portfolio.

What We Did

  • 1

    Matched property and entity activity

    The Property and Entity Reconciliation Coordinator compared in-scope QuickBooks transactions with corresponding Yardi activity using:

    • property or ownership entity;
    • vendor or counterparty;
    • amount within an approved tolerance;
    • date within an approved window.

    Full matches appeared in the close-readiness report. Partial matches displayed conflicting values side by side, while unmatched items became exceptions categorized by likely cause.

    The report showed reconciliation status, open items, and company-account transactions awaiting allocation for each property and entity.

  • 2

    Routed and tracked exceptions

    The Exception and Approval Coordinator assigned each exception a type, likely cause, owner, and required approver. It attached supporting records, tracked each item’s age, and sent reminders or escalations at configured thresholds.

    Recurring issues involving the same property, entity, vendor, or accounting category were grouped for review. Each action and decision was retained in a time-stamped audit log.

  • 3

    Prepared portfolio-level close reporting

    The Management Reporting Coordinator combined data from Yardi, QuickBooks, and the exception workflow into property, entity, and portfolio views covering:

    • operating expenses;
    • invoice and payment status;
    • allocation and reconciliation status;
    • open exceptions and aging;
    • items awaiting finance or controller approval.

    It also flagged overdue invoices, unresolved allocations, and reconciliation items outside the company’s policy window.

  • 4

    Embedded approval gates into the close

    Each suggested property or entity coding correction arrived with its supporting records and remained pending until finance approved it. Exceptions followed the assigned approval path, and controller sign-off was required to complete the reconciliation. This kept AI recommendations separate from accounting actions and preserved segregation of duties.

  • 5

    What the AI Does Not Do

    • Does not post transactions, journal entries, or allocation entries to QuickBooks or Yardi
    • Does not change property, entity, vendor, chart-of-accounts, or other master data
    • Does not override configured accounting policies, tolerances, approval thresholds, or approval routes
    • Does not close accounting periods or approve reconciliation completion
    • Does not resolve ambiguous exceptions without a designated finance reviewer’s decision

Project Results

Reviewers saw the evidence behind each match
Full matches retained source references, partial matches showed conflicting values together, and unmatched items arrived with the records needed for investigation.
Every exception had a clear next step
Each item carried a likely cause, owner, required approver, and visible age instead of remaining in an undifferentiated spreadsheet queue.
Recurring issues became visible patterns
Exceptions involving the same property, entity, vendor, or accounting category were grouped so finance could investigate root causes.
Management gained a unified portfolio view
Property, entity, payment, allocation, reconciliation, and exception information appeared together without manual reconstruction from separate exports.
Approval history stayed auditable
Routing actions, reminders, escalations, proposed corrections, approvals, and close decisions were preserved in the audit log.