AgentLabs
All industries

Real estate

Agents on the property systems you already run.

We make your property management, accounting and email systems fit to carry agents, then put agents on tenant requests, leases and rent collection, with your team at every decision a tenant or an owner feels.

One week. One property workflow. A working example on your own data.

AgentLabs puts AI agents on top of the systems real estate firms already run. First we fix what stops the property management, accounting and email systems from carrying agents, then agents take over tenant requests, leases and rent collection, with a person signing off on every repair order, contract and reminder, every action logged, and your team owning the result.

Where the work stalls in real estate.

  • Not adopted

    The property management system has portals and AI features, and tenants still email the office and the office still calls the contractor.

  • Requests in the inbox

    Repair requests, complaints and questions land in one inbox, are triaged by whoever is in, and the tenant waits for a reply.

  • Leases by hand

    Lease renewals, indexations and new contracts are drafted by hand from last year's file, and one wrong number costs a quarter of rent.

  • Cost grows with units

    Every hundred extra units means another property manager, so cost grows as fast as the portfolio.

Three workflows that are usually the first candidates.

Examples to start your own list from. The scan finds the ones that fit your operation.

Tenant requests and repairs

Today
A tenant emails a leak, someone reads it, calls the contractor, forwards photos, and updates the file when there is time.
Agents take over
Agents read every request, classify urgency, match it to the unit and the contract, draft the repair order and the tenant's reply, and keep the file current.
A person decides
A property manager approves every repair order before a contractor is sent, and anything urgent or above the cost limit goes to a person first.
The audit trail records
The request, the classification, the order, who approved it and what the tenant was told are recorded per case.
Your team owns
The urgency rules, the cost limits and the contractor list are the property team's own.

Lease documents and renewals

Today
Renewals and indexations are found in a spreadsheet, drafted from last year's contract, checked twice, and sent late.
Agents take over
Agents track every lease end and indexation date, draft the renewal or the new contract from the approved terms, and prepare the tenant's letter.
A person decides
A property manager approves every contract and every indexation before anything is sent; nothing binds the owner without that approval.
The audit trail records
The terms used, the draft, the approval and the sent version are recorded per lease.
Your team owns
The contract templates, the indexation rules and the approval points belong to the property team.

Rent collection and arrears

Today
Payments are matched to tenants by hand, reminders go out when someone notices, and arrears are discovered at quarter-end.
Agents take over
Agents match payments to tenants and contracts, draft reminders in the agreed tone and sequence, and flag arrears with the history.
A person decides
A person approves every reminder beyond the first, and every step toward a payment plan or a collection agency.
The audit trail records
Every payment match, reminder, approval and arrangement is recorded per tenant.
Your team owns
The reminder sequence, the tone and the thresholds are the finance team's own.

Where real estate firms usually start.

Tenant requests and repairs, for most firms. They arrive every day, the urgency rules and the contractor list exist, and the judgment line is clear: a property manager approves every order. It is also where tenants notice the difference first.

How it would go

  1. 01The scan maps the current request flow with the property managers who handle it, and reads what in your property management system and inbox must change before agents can carry it.
  2. 02The working example handles one month of real requests, orders and replies drafted, nothing sent.
  3. 03The build adds the approval gate, the urgency and cost rules, the audit trail per case, and the handover to the property team.
  4. 04Leases and rent collection follow once requests run.

The governed layer in real estate.

Where a person signs off

Every repair order, every contract and indexation, and every reminder beyond the first. Agents prepare, your people commit.

What the audit trail records

The request behind every order, the terms behind every contract, every payment match and reminder, and who approved what. Enough to answer a tenant, an owner or a court.

What your team owns

The urgency rules, the templates, the thresholds and the runbooks, in the property management system you already run. When the indexation rules change, your team changes them.

Start with one property workflow.

One week, fixed scope. You leave with a map of where AI creates leverage in your operation, a read of your property management, accounting and email systems, and a working example of one workflow on your own data.

What you get

  • Opportunity map
  • Workflow candidates
  • Stack read
  • Working example of one workflow
  • Risk assessment
  • Value estimate
  • Recommended roadmap

Questions from real estate firms.

Does this replace our property management system?
No. The agents work inside the property management, accounting and email systems you already run. Replacing a system is a decision the scan can inform, never a precondition.
Can an agent send a contractor or a reminder on its own?
Not by design. Agents draft the order or the reminder; a property manager approves every order and every reminder beyond the first. The gate is part of the build.
How do you handle tenant data?
Tenant and contract data stay in your systems and your access rules apply to the agents. Every action on a file is logged, and anything about payment plans or personal circumstances goes to a person first.
We manage for several owners. Does that work?
Yes. Approval points, tone and thresholds can differ per owner or portfolio, and the audit trail shows per unit what was done and approved, which is what an owner report needs.
Which workflow should we start with?
Usually tenant requests and repairs, because they come daily and the rules exist. The scan confirms whether that holds for your portfolio or whether leases or rent collection come first.
What do we own at the end?
The system, its documentation, its rules and templates, and the runbooks. We hand it over so your team runs it without us.

Service lines that carry this