AI has triggered an unprecedented proliferation of technology solutions. New platforms emerge constantly, each promising to solve operational complexity, reduce cost or unlock competitive advantage.
The pace of innovation and the pressure to adopt and modernize means that the current corporate real estate system often rewards inertia in the short term. Shiny new offerings often outrun the industry’s ability to evaluate what it is really buying. As a result, too many operators are allowing their strategic technology direction to be steered by vendors selling “solutions,” rather than the people within their businesses who are most familiar with the operational problems that actually need solving.
What makes this pattern so persistent is that the broader ecosystem tends to reinforce it. Consultants recommend familiar products, installers deploy what they know, then service providers maintain existing systems and software platforms for property management, leasing, energy management and more. Refresh cycles bring the same conversations back around. It’s not that anyone in this chain is acting in bad faith; it’s that the incentive structure doesn’t naturally reward asking harder questions about whether a better approach exists.
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We’ve seen this play out across the industry with several high-profile proptech companies that raised significant capital, achieve notable valuations and then shifted direction (or went out of business), leaving operators with stranded technology investments and the cost and disruption of replacing infrastructure or software platforms they’d only recently deployed. The pattern isn’t unique to any one company. It reflects a structural gap between how vendors grow and what operators really need.
This pattern is not unique to multifamily either. Across all real estate asset classes, organizations without strong internal technical capabilities consistently cede strategic control to vendors. Over time, this produces rigidity, inflated costs and infrastructure and platforms that are more challenging to evolve as needs change over time.
The operators who will lead the industry long term are those who resist that dynamic. Multifamily is at an inflection point. The challenge is no longer access to tools. It is building the internal capability to evaluate solutions independently, align them to organizational objectives and make decisions grounded in a portfolio’s reality, rather than riding the latest wave of market momentum.
Building a more independent posture requires real investment: in people, in process and in the willingness to take positions that may diverge from prevailing industry practice. That’s not easy, but it’s well worth it in the long run.
Constructing a strong talent foundation is a critical first step. Sometimes the right move is actually looking outside of the multifamily industry, finding engineers and technologists with backgrounds in data centers, hospitals, manufacturing or other sectors where operational complexity is high and the consequences of poor technology management are tangible. These are professionals who have seen what good looks like in other contexts, and who are well-equipped to hold vendor relationships to a high standard, recognizing when a proposed “solution” falls short.
From there, strategy should be developed independently of what the market is selling. That means clearly defining what the organization is seeking to accomplish across its stakeholders – operations teams, residents and investors – before approaching a market that is oversaturated with options. Real estate companies need to tell the market what they need, rather than the other way around.
When building or evaluating a technology stack, the principles that tend to produce durable results are modularity, openness and long-term flexibility. Prioritize open APIs, operator-owned data, infrastructure with long useful lifecycles and systems that integrate cleanly and can evolve without forcing a full rebuild every few years. These are not novel ideas, but they are consistently underweighted when technology decisions are driven by market momentum rather than internal strategy.
The opportunities that follow from this approach are meaningful. Operators who own their technology relationships have more flexibility over cost structure and functionality than those locked into enterprise platforms. Infrastructure decisions — such as deploying passive optical networks rather than defaulting to traditional active copper architectures — can create substantial long term operating advantages that compound over time. Additionally, we find that automation practices more commonly associated with commercial offices can translate more directly into residential environments than the industry has historically assumed.
None of this requires proprietary technology breakthroughs. It requires the right people, a clear strategy and the discipline to evaluate technology decisions from the inside out.
It has never been more important to be in control of a tech stack than in the wake of unprecedented AI disruption. Operators are making significant commitments to AI vendors at a moment when the landscape is still evolving and business models are still being tested. This choice is popular now, but it’s riskier than it might appear on the surface.
After all, popularity in the market and fit for every portfolio’s strategy are two very different things. The most important discipline in proptech right now is knowing the difference.