Domos + MDS SPIRE: An AI Workforce Inside Your Property Management Software
Domos + MDS SPIRE: An AI Workforce Inside Your Property Management Software
Domos Team - 6 min read - Updated May 2026
If your portfolio runs on MDS SPIRE, you already have a strong system of record. Occupant files, charges, work orders, owner and shareholder data -- it all lives in one place, kept clean and current.
But a system of record does not answer the phone. It does not reply to the prospect who emails at 9 p.m., chase the owner who is two months behind, or open a work order when a resident reports a leak over the weekend. SPIRE knows what should happen. Someone on your team still has to make it happen.
Call it the action gap -- the distance between what your software records and what actually gets done. That gap is where lean offices lose hours, and where a slow response costs you a lease, a renewal, or a satisfied shareholder.
Domos now runs as a live, two-way integration with MDS SPIRE. It reads from and writes to SPIRE directly, so an AI workforce can handle the calls, messages, and follow-ups around the clock -- and every one of them lands back in SPIRE as the single source of truth. No new platform. No data migration. No second system to reconcile.
Where SPIRE operators lose time today
After-hours and overflow go unanswered. Inquiries, maintenance reports, and payment questions arrive nights, weekends, and all at once -- faster than a small office can pick up.
Follow-up depends on who is in that day. Delinquency reminders, renewal outreach, and document chasing get done when someone remembers, not on a consistent schedule.
Work gets re-keyed. A call becomes a sticky note becomes a SPIRE entry -- if it gets entered at all. Details slip between the conversation and the record.
The squeeze is structural, not seasonal. National Apartment Association labor data shows multifamily job postings fell 6.3% year over year in early 2025, with maintenance, leasing, and property-management roles all declining while corporate roles grew. NAA links part of that shift to "the integration of AI and other technological tools that support on-site teams." Translation: the on-site headcount is thinning, the resident and prospect volume is not, and the industry is already closing the gap with AI.
What connects where
The integration is two-way and real time. Domos does not export a copy of your data or run on a stale snapshot -- it works the live SPIRE record.
Domos reads from SPIRE:
Unit and home availability, pricing, and listing details
Occupant, owner, and shareholder records and contact information
Lease, charge, and balance data -- including who is past due and by how much
Work-order and account status
Domos writes back to SPIRE:
New prospect and occupant records, with full conversation summaries
Work orders created from a maintenance call, text, or photo
A note on every interaction, so the file is always current
Collections and follow-up activity as it happens
Application and leasing progress
Because the record updates in real time, your team is never working from a different version of the truth than the AI. For more on what "real time, two-way" actually means under the hood, see What Is Live Integration?.
A day in the life on SPIRE
7:48 p.m., Friday. A resident calls about water pooling under a sink. The office closed at five. Domos answers on the first ring, gathers the details, recognizes it is not an emergency, opens a work order in SPIRE, and texts the resident a confirmation and a window. The maintenance lead sees it first thing Monday -- already logged, already documented.
Same evening. A prospect emails about a two-bedroom. Domos replies within five minutes with current availability pulled live from SPIRE, answers three follow-up questions, and offers two tour times. A new prospect record is created in SPIRE before anyone is back at a desk.
Monday morning. Three owners are past due. Domos sends each the reminder sequence you configured -- your wording, your timing, your tone -- and logs every touch to the account. No one had to remember.
By Monday afternoon, the work is done and the record is clean. That is the difference between a system that stores information and one that acts on it.
It works the way your office works
Domos is not a generic script. The Domos team configures it to your operation across hundreds of parameters -- your fee schedules, your notice timing, your escalation rules, your communication tone, and per-property or per-association rules. That matters for SPIRE shops in particular, because a co-op board, a condo association, and a rental community do not run the same playbook, and they should not get the same letter.
It handles the large majority of interactions on its own -- about 90%. A Domos specialist reviews roughly 10% of flagged conversations for quality, a human-in-the-loop layer not every tool offers. And about 20% of conversations -- the ones that need a real judgment call -- route straight to your team. It takes over the repetitive volume so a lean office can cover more; your people stay for the relationships and the decisions that need a human.
Setting it live
Because Domos runs inside SPIRE rather than replacing it, going live is a configuration, not a migration:
Connect. Domos establishes secure, two-way access to your SPIRE instance.
Configure. The Domos team sets your sequences, policies, fee and notice rules, escalation paths, and tone -- per property or association.
Choose channels. Point your phone, email, text, and webchat at Domos, or use dedicated numbers.
Go live. Domos starts answering and writing back to SPIRE. [DIMA: confirm typical go-live timeline to state here, e.g. "most operators are live in X weeks."]
If you are weighing options, our AI Evaluation Guide for Property Managers covers the questions worth asking any vendor, and AI Property Management for HOAs and Condos speaks to the co-op, condo, and association side specifically.
The bottom line
SPIRE is your system of record. Domos is your system of action. One keeps the truth; the other works it -- answering every call, running every follow-up the same way, and writing it all back so nothing slips. You do not need a new platform to close the action gap. You need the one you already trust to start doing the work.
Frequently asked questions
Does Domos replace MDS SPIRE? No. Domos runs inside SPIRE as a live, two-way integration. SPIRE stays your system of record; Domos handles the conversations and follow-ups and writes everything back to it.
Do I have to migrate data or retrain my team? No. There is no data migration and no new platform to log into. The Domos team handles configuration, and your staff keeps working in SPIRE.
Is the integration real time? Yes. Domos reads live data from SPIRE -- availability, balances, occupant records -- and writes notes, work orders, and new records back as interactions happen.
Will it work for co-ops, condos, and HOAs, not just rentals? Yes. Domos is configured per property and per association, so a co-op board, a condo association, and a rental community each get rules and messaging that match how they actually operate.
Will it replace my staff? It replaces some of the repetitive work -- after-hours intake, reminder sequences, status updates -- so a lean team covers more. People stay for relationships, judgment, and the calls that need a human.
Want to see Domos running inside your SPIRE instance?