AI Agents in Property Management Accounting: How Kairoi and Rose Close the Books

Key takeaways

What did the month-end close look like before AI agents?

Before AI, both teams had the same problem: portfolios were growing faster than they could hire accountants. Rose was closing the books on about 100 properties a month when it began adding up to 20 more a month in 2024, and without more capacity it was at risk of slower reporting. Kairoi took on institutional clients with their own systems and reporting rules, sometimes on 30 days’ notice. Both built accounting teams in India, which Tammy called a pressure valve.

Much of the close also depends on property managers, who code invoices and submit reclasses, accruals and variance notes. At Kairoi, that means about 1,000 journal entries per property every month. Before Kairoi put a reclass agent on the job, finding the few that needed fixing took accountants 250 to 380 hours a month across 126 communities.

“Everybody’s rushing through close, and you’ll get a reclass that’s not correct, or an accrual that’s missed. A lot of the onus is on the accounting team to catch those errors, and then review the variance notes. How are we going to do it with the time that we have?”

Tina Russell
Director of Accounting, Rose Associates

Which AI agents is Kairoi running in its close?

Kairoi is building a team of accounting agents with Venn’s forward deployed engineers, who sat with Kairoi’s accountants to learn how the work gets done. Each agent works from Kairoi’s own chart of accounts, coding rules and reporting requirements.

• Reclass agent: reviews every journal entry and proposes the fixes, so accountants approve 20 to 30 proposals per property instead of searching the ledger.
• Accrual agent: makes sure each property’s accruals are in the books at month end.
• Financial statement agent: packages each property’s financials for owners. Kairoi is building it now.
• Budget agent: drafts property budgets in Kairoi’s own format, which took budget season from four months to two weeks.

Kairoi phases in each agent so the team can build trust: first the accountant runs it, then it runs on its own with the accountant approving every entry, and finally it posts and the accountant reviews after.

“There isn’t a right or wrong way to do this, because everyone’s process is different. A lot of what we’re solving for isn’t accounting. It’s the processes we’ve built. How this technology marries with your process is going to look different for everybody, and that’s okay. It should.”

Tammy Freiling, CPA
CFO of Property Management, Kairoi Residential

How is Rose Associates using AI in the close?

Rose Associates is using AI on the same parts of the close, so its accountants can spend their time on analysis.

• Reclasses and accruals: site teams load their budgets, general ledger, budget comparison and payables reports into Rose’s own instances of Microsoft Copilot and Claude Cowork, ask what needs to be reclassed or accrued, and post the entries themselves. Work reaches accountants about 95% ready for analysis.
• Work papers: accountants use the same tools on balance sheets and loan statements to prepare work papers.
• Invoice coding: Rose’s Yardi setup reads each vendor’s invoice history to suggest where new invoices should be coded.
• Bank reconciliations: automated matching clears 95 to 96% of transactions.
• Next: connecting Copilot and Claude to Rose’s accounting system to pull the general ledger directly.

“Back in the day, we used to spend hours doing bank recs, ticking and tying. Now we’re at a 96% match rate. It’s happening on the back end, so when it gets to the accounting team, it’s not as extensive and not as cumbersome as it normally was.”

Tina Russell
Director of Accounting, Rose Associates

Why do AI agents need a real estate Company Brain?

A Company Brain does two jobs for AI agents: it gives them your context on day one, and it keeps what they learn on every run after that.

• Context in. If Tammy handed her agents to Tina, they wouldn’t work for Rose, because each team’s close is part of how it competes for owners. A Company Brain brings the data from every system you run into one place and organizes it around your own definitions and rules, so agents start out working the way your team does.
• Knowledge back. Every close teaches something. When an accountant rejects a proposed reclass and says why, that reason goes back into the Company Brain, and next month the agent makes that mistake less often. The same goes for every exception, approval and fix, across every agent, with people reviewing the work.

That knowledge compounds. The longer the agents run, the more the business knows about itself, and the faster the team can test a new practice, see what happens and make it standard. That is why your coding rules, your close checklist and the calls your accountants make every month are worth owning. More in our guide to sovereign AI for real estate.

Will AI agents replace accountants?

Neither leader is using AI to replace accountants, and both said the fear is best handled in the open.

“Just imagine asking Copilot to put something together. You start worrying, what happens to my job? So it’s really a matter of being transparent, and giving people the comfort of knowing that AI isn’t going to replace you. It’s here to enhance.”

Tina Russell
Director of Accounting, Rose Associates

Tammy saw the shift in leasing first. When Kairoi added Venn’s AI leasing agent, some leasing agents kept following up with the same prospects, because that was where they felt they added value, and it took time to show them how to work with their new AI leasing team.

“Their role can elevate to feel a lot more like an asset manager or an advisor, which is so exciting, and so much more interesting. Think about where your experience adds the value, and build on that, because your role is going to look a little different.”

Tammy Freiling, CPA
CFO of Property Management, Kairoi Residential

What will the property accounting team look like in 2027?

A team that grows with the portfolio without adding people at the same rate, and financials owners never have to question. We asked each leader for a one-line pitch to an owner:

“Property management is messy. My pitch is: you spend your time on what adds value, and you don’t need to worry about any of that anymore. It’s handled, it’s accurate, the risk is managed. And we’ve freed up our people to take amazing care of your residents.”

Tammy Freiling, CPA
CFO of Property Management, Kairoi Residential

“Rose has been around for 100 years with top-tier client service, and we’ll continue that. We’ll do your cash analysis. We’ll talk to your lenders. You’re in good hands. Our team is ready, and our team is capable.”

Tina Russell
Director of Accounting, Rose Associates