Last week at the Realcomm CIO Forum I told a story that begins in seat 42B – fourteen hours next to the retiring Chief Engineer of United Airlines, whose career started at Continental when it was an operator in trouble on every front. Safety incidents. Rising fuel burn. Maintenance costs out of control. Corporate accounts walking. Every vendor pointing at another vendor, and the data to settle the argument sitting in systems the operator didn't own.
The turnaround numbers are famous: a $613M loss became a $385M profit in three years. Worst to first on on-time, baggage and satisfaction in two. And the data platform behind it returned more than 1,000% on investment.
But a 5–7 minute talk can only tell you that it happened. It can't unpack what Continental actually owned that made it possible – and that's where the lesson for commercial real estate really lives. Because when you look closely, they owned exactly three things. Not the aircraft systems. Not the entire maintenance workforce. Not even, at first, the software. Three things – and every one of them, in a modern property business, is information architecture. Which means every one of them belongs to the CIO.
1. Own the strategic metrics
Continental's supply chain wasn't short of data. It was drowning in it – every vendor with its own system, its own reports, its own version of events. The breakthrough wasn't better dashboards. It was the decision to go around the noise entirely: a tiny set of measures, computed from raw data, that nobody could game, nobody could dispute, and that applied identically to every party in the chain.
That's what a strategic metric is. Not a KPI in someone's report – a contract. Three properties define it: it can't be gamed, because it's calculated from the raw record rather than reported by the party being measured; it can't be disputed, because there's one method and everyone can see it; and it applies across every supplier, so performance is finally comparable.
In commercial real estate, I'd argue there are only three metrics that meet that bar, and together they cover everything that matters: the health of the asset. The health of the tenant experience. The health of the supply chain. Every building system, every contractor, every service line ultimately reports into one of those three – and a portfolio that unites its owner, FM firms, contractors and OEMs around them stops arguing about whose dashboard is right and starts competing on outcomes.
Here's the part most organisations miss: choosing the metrics is easy. Protecting them is the job. A strategic metric only works while its integrity is beyond question – the calculation method, the data lineage, the impossibility of quiet adjustment. The metric should in essence be independent – even of the owner/operator – much like an audit of financial accounts should be highly trusted. That is not a facilities responsibility. That is metric governance, and it is the purest CIO work in the entire business.
2. Own the alpha
I use the word deliberately. In investing, alpha is the return you earn from knowing something the market doesn't. Knowledge is power and alpha knowledge is even more valuable. Continental built alpha on its own fleet: a raw, time-series record of every aircraft's actual condition, owned by the operator, deeper than anything any vendor held. When you know more about your own assets than the people selling to you, every negotiation changes.
Most property businesses have the opposite. They have an asset register – a list of what they own, roughly when it was installed, and when a schedule says it should be replaced. That's not knowledge. That's inventory.
The alpha standard is different: live equipment health for every asset, in every building, across the whole portfolio and, from that, predicted futures. Which chillers are actually degrading and which have years left. Which building's maintenance spend is buying performance and which is buying paperwork. Where the next capital dollar genuinely needs to go, on evidence of condition rather than age on a schedule.
You should know more about your assets and their predicted futures than anyone else – including the people you pay to maintain them. Read that sentence again, because for most of the industry today it is false, and everyone in the supply chain knows it. The knowledge sits with the suppliers. It's the largest unowned data asset in the portfolio, and it currently lives outside the owner's architecture.
Bringing it inside is not a maintenance initiative. It's a data-asset acquisition – provenance, time-series architecture, model governance, the lot. But let's be very clear – owning and creating are very different things. You can own the alpha, own the outcomes from creating the alpha and much of how it is used but not have to do all the production – this is much more about sensible orchestration and separation from bias. CIO work, again. And the returns compound everywhere the business touches capital: deferred replacements, sharper negotiations, evidence-grade ratings and disclosure, better answers at acquisition and disposal.
3. Own the governance system
This is the one everyone reduces to "reporting," and reporting is the least of it. Reports are the exhaust. The governance system is the engine: the operating mechanism that ensures every issue is identified, managed, measured, verified, communicated – and improved on, continuously – with accountability attached to a name and standards benchmarked across the supply chain.
Continental's turnaround wasn't a memo; it was a rhythm. The data fed a cadence of decisions, the decisions fed actions, and (this is the step almost everyone skips) the actions were verified against the data before anyone called them done. Closed meant closed. That discipline is what let a broken supply chain start trusting itself again.
True governance also has a time or velocity dimension – how quickly things are done correctly matters. A large part of the financial returns is based on the difference between not doing something at all, doing it late, or doing it quickly. But velocity is much more important than that, it is about momentum for change and making sure each step is easy to do properly;
In buildings, the governance system looks like this: every fault carries an owner and a service level, actioned within X days, resolved within Y. Anything that stalls gets chased. Anything marked fixed gets checked against the building's own data, because a closed ticket is not a fixed building. Every supplier's performance accrues to a benchmarked record they can see. And the whole loop feeds forward – this quarter's failures become next quarter's prevented faults.
Two things about that system. First, it's precisely where AI has earned a real job in property – not writing poems about buildings, but doing the relentless follow-up that no human team has the hours for, on top of data everyone trusts. Second, and it should be obvious by now: a cross-supplier accountability loop with verified data at its core isn't something you can buy from any single supplier within the chain, and it isn't something facilities can will into existence. It's a system-of-record decision. Revenue has one. IT has one. Your buildings, today, almost certainly don't.
Why this lands on the CIO of an owner or operator
Notice what the three ownerships have in common. None of them is about employing the engineers, holding the contracts, or building the software – Continental famously made others build the platforms and kept ownership of the raw data, and built a higher level business intelligence system that included the measures and the governance. What they're about is the integrity of the truth the whole chain runs on. Metrics that can't be gamed. Asset knowledge deeper than any supplier's. A loop that verifies what everyone claims.
If you're an owner-side CIO, those three are becoming the substrate of enterprise value: the numbers that reach valuers, lenders, rating schemes and boards all trace back to them. Owning them is how the portfolio's performance claims survive contact with an auditor – and how your AI ambitions become operations rather than theatre.
If you're an operator-side CIO inside the FM, engineering and services firms that actually run buildings – the same three are your next product. The lesson of the story's ending is that transparency didn't crush aviation's suppliers; it unleashed the best of them. Boeing went from selling parts to owning outcomes. Rolls-Royce stopped selling engines and sold flying hours. The operators who can prove their outcomes will win the era that's coming; your job is building the capability that lets them.
The test
The talk turns on four words. The airline executive asks the engineer, "Is the plane healthy?" and gets the honest answer that condemned an era: "How would I know?"
So run the test. Ask your organisation, about any building in the portfolio: is it healthy? If the honest answer anywhere in the chain is how would I know – or worse, "let me ask the contractor" - then you've found the work, and you've found its owner.
Own the metrics. Own the alpha. Own the governance. You don't have to build any of it – Continental didn't. But nobody else in your organisation can own it for you.
