The Best Facility Managers Are Starting to Ask Better Questions
Posted by Kyle on Jun. 17, 2026 / Subscribe 0
The Best Facility Managers Are Starting to Ask Better Questions
Walk into any room filled with banking facilities professionals and you'll hear familiar conversations.
- Contractor performance.
- Deferred maintenance.
- Capital budgets.
- Energy costs.
- Staffing shortages.
- Branch transformation initiatives.
The topics haven't changed much in twenty years. What has changed is the volume of information attached to each one.
Most facilities organizations now operate with more data than previous generations could have imagined.
- Every work order is documented.
- Every utility bill is digitized.
- Every HVAC alarm is recorded.
- Every contractor visit is logged.
- Every branch generates operational data.
Yet something interesting continues to happen.
The organizations with the most information aren't necessarily making better decisions.
The organizations asking better questions are! That distinction is becoming increasingly important because a new capability has quietly entered the profession.
Not a software platform. Not a dashboard. Not another system demanding attention.
A thinking tool.
That's how we increasingly view artificial intelligence. Not as a technology initiative. As a force multiplier for curiosity.
The best facility managers we've met have always shared one characteristic - They ask questions other people don't think to ask.
- Why does this branch consistently exceed maintenance budget?
- Why do these assets fail more frequently than others?
- Why do we keep replacing the same components?
- Why does one region generate more service calls than another?
The challenge has never been identifying questions - The challenge is asking the right question.
From Spreadsheets to Stories
Recently, a facilities leader supporting more than one hundred branch locations exported several years of HVAC work-order history from their CMMS.
The original objective was fairly ordinary - Prepare for capital planning.
Historically, replacement decisions had been based largely on age.
Instead of reviewing spreadsheets manually, he posed a question: Which assets generate the most maintenance activity and why?
The answer surprised him.
Seven rooftop units represented a disproportionate amount of service activity across the portfolio.
A second question followed. How does annual maintenance spending compare to replacement cost?
That answer changed the capital plan.
Not because artificial intelligence identified a failing rooftop unit. Because it revealed a financial story hidden inside thousands of maintenance records.
The interesting part wasn't the technology - The interesting part was the question.
What Does the Building Already Know?
Most organizations already possess information capable of improving decisions. Few have the capacity to interrogate it effectively.
One facilities team began asking a different question before dispatching technicians. What does the building already know?
Using information from their EMS platform, they reviewed schedules, temperatures, runtimes, and operating conditions before creating service calls.
In one case, the source of the complaint wasn't equipment failure at all. It was a schedule override entered weeks earlier. No repair was needed. No contractor was required. No invoice arrived.
Again, the value wasn't artificial intelligence.
The value was asking a question before taking action.
Better Questions Lead to Better Conversations
One of the more practical uses I've seen involves younger facility professionals using AI before speaking with contractors.
Not to obtain answers. To develop better questions. That distinction matters.
A facilities coordinator receives a service report involving refrigeration equipment. Historically, the contractor's explanation might have been accepted at face value.
Today, the coordinator spends five minutes reviewing possible failure scenarios beforehand.
The conversation changes. The quality of decisions improves. Knowledge expands. The contractor recognizes they are speaking with a more informed customer.
That may sound small. It isn't.
An entire profession has spent years attempting to scale expertise. This is one of the first tools capable of helping accomplish that goal.
A Necessary Reality Check
Before anyone mistakes this for a recommendation to connect every facilities system to an AI platform, however, a reality check is necessary.
Banking institutions operate under governance requirements that exist for good reason.
Any discussion involving artificial intelligence should begin with IT, cybersecurity, risk management, and governance stakeholders. Not because they will prevent innovation. Because they help ensure innovation occurs responsibly.
The strongest facilities organizations aren't approaching AI as a technology project. They're approaching it as a business tool.
One governed appropriately. One aligned with existing policies. One operating within established guardrails.
That approach will separate meaningful adoption from reckless experimentation.
Looking Ahead
I suspect we'll look back five years from now and discover that artificial intelligence never transformed facilities management the way conference speakers predicted.
Instead, it did something much simpler.
It helped good facility managers become better at what they already do.
Not because it gave them answers.
Because it helped them ask better questions. If you found this information of value, be sure to participate in our upcoming "Munch and Master" series on Thursday June 25, when we look at tangible examples of FMs using AI in their day-to-day work.
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