AI and Automation
AI in Property Management
monday.com for property management
Property Management Automation
PropTech & Automation
Property Management Systems
Workflow Implementation
November 21, 2025
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by Rob Lowry | Founder & System Architect, LaunchEngine.com
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There’s something happening in the 400–3,000 door range that’s easy to miss if you’re not in the weeds every day.
It’s not the newest AI trend, or a flashy feature release, or the next “this will change property management forever” announcement.
It’s simpler:
PMCs in the middle of the market are quietly starting to build their own systems.
Not in the “hire engineers and rewrite your PMS” way.
The possibility to streamline further isn’t just about customization - it’s literally cheaper now.
Not philosophical. Not “we’re different.”
It’s "The economics flipped, so building your workflow is now the financially sane choice."
If you look at how the software ecosystem has evolved, the pattern makes sense.
A lot of tools now:
Again, none of this is inherently bad.
It keeps products alive and moving forward.
But when you're in the middle of the market - big enough to feel inefficiencies but small enough to stay nimble - those layers add up quickly.
And they don't always reflect the actual cost of delivering what’s being sold.
Especially with AI accelerating development the way it has.
Pricing models are shifting across the industry.
More per-door. More usage-based. More modular.
There’s nothing wrong with that. We use it too, just in a different way.
But there’s an underlying economic shift that hasn’t been talked about much:
AI has driven the cost of development and maintenance down - fast.
Features that once required heavy engineering now sit on top of AI components everyone has access to.
The underlying compute is cheaper.
The marginal cost per use is lower.
So while the ROI argument used to justify pricing “if it saves time, it’s worth it” still holds in certain cases, it’s no longer the whole picture.
A lot of PMCs are starting to ask a more grounded question:
What does this really cost to operate inside our own system?
Not in theory; In practice.
And often, the long-term cost of owning the workflow is closer to what the software vendor is paying than most people realize.
That’s why the build-versus-buy conversation is changing.
Not to avoid tools - but to align cost with actual overhead.
What used to be a custom software project is now:
The economics make this viable now:
It’s not a grand strategy.
It’s simply the path with the fewest surprises.
But there is a real risk here.
A lot of PMCs start building internally and end up with:
Not because the team is doing it “wrong.”
They’re just building in isolation.
That’s the part most people don’t realize until they’re deep into it.
We sit right in the middle of this problem.
We’ve built these systems across enough PMCs that patterns show up.
Workflows converge.
The community pushes the same processes through real pressure.
And because of that, every automation in our architecture has effectively been:
So you get the part that matters — the system shaped around your company —
without inheriting the chaos of experimenting from zero.
It’s the “builder” identity with guardrails.
Custom where it matters; standardized where it matters even more.
The companies leaning into this approach don’t describe themselves as innovators.
They just say things like:
Once the system becomes something they shape instead of something they rent, everything else falls into place.
It’s not loud.
It’s not philosophical.
It’s just… easier.
If this direction resonates - and you’re ready to build a system once instead of buying around the edges forever - this is exactly the work we do.
We help PMCs design a flexible operational layer, implement the core workflows, and establish a continuous improvement rhythm your team can actually sustain.
If you want to see whether this model makes sense for your business, reach out. We’ll walk you through it with no pressure.
👉 Book a Free System Diagnosis
See how LaunchEngine builds unified monday.com workspaces that connect to your PM software - streamlining your team to a central workspace and helping your team scale with clarity.
Rob Lowry is the Founder and System Architect at LaunchEngine, a property management consulting firm specializing in workflow automation for monday.com.
LaunchEngine's systems help property managers eliminate admin work and scale their operations with clarity and peace of mind.