Custom Software and AI for Property Management and Real Estate Operations

Start with the software you already own

Property management software is a mature category. Your property management system most likely already handles rent rolls, tenant ledgers, owner statements and basic maintenance, and if it fits your operation, you should keep using it rather than pay for something custom.

Custom work makes sense in the spaces between those products: a document that has to be read before it can be entered, a process that crosses two systems that do not talk to each other, a report your owners want that no product produces, or a portfolio mix (residential, commercial, associations, facilities) that no single product handles well. Our build vs. buy guide covers the general decision.

Lease abstraction with every date and dollar checked

Leases are where a missed term costs money: a rent escalation nobody entered, an option date that passes unnoticed, a CAM reconciliation clause read differently by two people. They are also long, inconsistent, and full of amendments that change what the original said.

Document AI is good at the first pass. It reads the lease and its amendments, pulls out the parties, dates, rent schedule, escalations, renewal and termination options, and responsibilities for expenses, and shows each extracted term beside the sentence it came from. It is not good enough to be trusted alone with dates and dollars. So we design it to put each term in front of a member of your team, who confirms or corrects it before anything is written to your property management system, with a record of who approved it. The time saving is in reading, not in checking.

Maintenance requests that reach the right vendor

A maintenance request arrives by portal, email, text or phone call, in the tenant's words. Someone has to work out what it is, how urgent it is, which property and unit it belongs to, and which vendor should get it. That triage is repetitive, and it is where requests get lost.

• →Classification and urgency. Requests sorted by trade and urgency on arrival, with anything that sounds like a leak, a gas smell or a security problem escalated to your on-call staff immediately rather than queued.
• →Safety instructions first. A report that mentions a gas smell gets an immediate reply telling the tenant to leave the unit now and call the gas utility's emergency line or 911 from outside, before anyone on your team has read it. The same applies to fire, smoke or carbon monoxide alarms. The wording is yours, agreed before launch.
• →Routing. Work orders sent to the right vendor for that property and trade, with the unit, access notes and photos attached.
• →Follow-through. The tenant is told what happens next, and open work orders that have not moved are surfaced before the tenant calls again.

Portals and data that stays in agreement

Owners want to see how their property is doing without waiting for a monthly PDF. Tenants want to pay, submit a request and see its status in one place. We build those portals on top of the systems you already run. The portals read from those systems rather than keeping a copy; anything a portal changes (a new work order, an approved lease abstract) is written back through the system's API, where it has one.

Under the portals sits the plumbing: making sure the property management system, the accounting system and the CRM agree about who the tenant is, which unit they are in and what they owe. When those drift, every report is wrong. We connect them through their APIs where they have them and confirm during the audit what each system actually allows. Systems we have connected in production include QuickBooks, CRMs, email systems and clients' own internal systems.

How a real estate engagement runs

We start with the 90-minute AI workflow audit: one session following a lease, a maintenance request or a month-end owner report through your operation, finding where it is retyped or waited on, and choosing the one worth fixing first. The audit is complimentary when it is bundled with a larger build and available as a paid one-off on its own.

From that we write a priced scope for one workflow, usually on part of the portfolio first. Prototype, staging, and deployment milestones are agreed in the written scope. Before the build, you record today's number for what we are changing (hours per lease abstract, days from request to assigned vendor, time to produce owner reports), so the result can be checked against it.