In business, calling something a dinosaur is meant to suggest it is slow, outdated and overdue for extinction. Which is unfair to dinosaurs, who enjoyed one of the most successful runs in the history of life.
Here is what people think they mean when they use the word. Lumbering. Doomed. Obsolete. A fat target waiting for the meteor. They imagine a tar pit. They imagine extinction. They picture something huge and slow, magnificently unsuited to the world it finds itself in.
This is what dinosaurs actually were. They ruled this planet for roughly 185 million years. Not a good quarter. Not a strong decade. A hundred and eighty-five million years of total, uncontested dominance across every environment that existed.
In fact, they were so successful they did not even have the courtesy to go properly extinct. They evolved. They grew feathers, took to the air, and became birds, which are sitting outside your window right now, having outlived a great many supposedly cleverer things, doing perfectly well thank you.
That is what makes dinosaurs such a useful metaphor. They were not merely successful. They were successful for long enough to adapt.
If dinosaurs are a useful model for endurance, the mayfly is a useful model for novelty mistaken for progress.
The Mayfly Business Model
A mayfly lives, on average, for about a day. It bursts into existence, it is briefly and frantically alive, it is convinced this is the only kind of life worth having, and then it is gone before the sun comes up twice. It does not build anything. It does not last. It mistakes being new for being superior, right up until it is neither.
Some businesses operate on what might generously be called the mayfly model. They arrive quickly, they are loud, they have a slide deck full of the word "modern", and their central argument is essentially that they are younger than everyone else. That is the whole pitch.
Not better. Newer. As though newness were an achievement rather than simply the condition of not having been around very long.
One of the lazier tricks in business language is to make "modern" mean "new" and "legacy" mean "anything that has survived long enough to become useful." It is a clever little trick because it cannot be argued with on its own terms. Of course the new thing is more modern than the old thing. It is newer. That is what newer means. The sleight of hand is getting you to agree that modern means better, and recent means modern, and therefore the company that has been solving this problem for fifteen years is somehow behind the company that has been solving it since the last funding round.
Legacy Means It Survived
Let us reclaim the word, because the word is doing a lot of dishonest work.
Legacy, in some mouths, means old, creaky and halfway to the museum gift shop. But legacy actually means something that lasted long enough to leave one. The pyramids are legacy. They are also still standing while a great many newer, cleverer buildings have fallen down. Your bank is legacy. You will notice you keep your money there and not in the three-week-old fintech that pivots its entire business model every time the wind changes. Legacy is not an insult. Legacy is a survival record. It is the proof that you solved a real problem for real people for long enough that you are still here.
This is where the analogy gets interesting. Being old is not the same as being unchanged. This is the entire con, and it collapses the second you poke it. People want you to believe that because a company has been around a while, it must be doing things the way it did them at the start, as though the organization climbed into a fridge in 2010 and has only just now wandered back out blinking into daylight.
But a thing can be both long-established and completely current. In fact, that is the most dangerous competitor there is, the one with the survival record and the modern capabilities, because it has the scale the newcomer cannot fake and the evolution the newcomer assumed it did not have.
The dinosaur that grew wings is not less modern than the mayfly. It is more modern, has been around for an epoch, and is still up there flying while the mayfly is explaining disruption to a puddle.
What Longevity Actually Produces
Normally I would avoid the corporate stat sheet, because nothing weakens an argument quite like a man reading numbers off a slide as though panic were a strategy. But if we are going to talk seriously about endurance and evolution, it helps to look at what that actually produces.
KnowBe4 has had AI in production since 2016. Not a press release about AI. Not a roadmap with the word AI sprayed over it like air freshener. AI, actually running, doing the job, for a decade, which in technology terms is enough time for several hype cycles and at least one unfortunate rebrand. There are dozens of defense agents in the market, a risk score chewing through hundreds of distinct indicators across the whole workforce, and a pile of patents that did not appear by accident.
And the people who assess this for a living, the actual analysts, whose entire professional existence is built around not being impressed by anyone’s brochure, keep arriving at conclusions that do not fit the lazy old-versus-new story. Frost & Sullivan recently handed over a leadership award and described the work as bridging the technical defenses and the human side of security, positioning us as a market leader. Not, in fairness, the sort of language usually reserved for fossils. Gartner keeps putting out research that lines up neatly with where the modern, evolved version of this actually sits. You do not get that by being stuck in the past. You get it by being the dinosaur that grew wings while everyone was still arguing about extinction.
Seventy thousand organizations did not all independently decide to trust a relic. Fifteen years of behavioural data, tens of millions of people, more than a billion signals, none of that is the inventory of a company stuck in the past. It is the inventory of a company that has been evolving in plain sight while everyone else was still arguing about the wrong definition of modern.
What This Actually Means
The useful question is not whether something is old or new. It is whether it has adapted to the world as it is now. Age on its own proves nothing. Neither does novelty. What matters is whether experience has become capability.
The more useful move is to define what modern actually requires. Modern human risk management is not a synonym for new. It means breadth across the whole workforce, the people and now their AI agents. It means data at a scale that takes years to accumulate and cannot be conjured by a recent arrival no matter how good the slides are. It means AI that has been working long enough to be trusted rather than demoed. Set that as the definition and the conversation changes immediately. Modernity stops being about age and starts being about capability.
For buyers, the distinction matters because the choice is rarely old versus new. It is usually proven breadth and capability versus a compelling narrative with less underneath it. For analysts and market watchers, the language matters because categories are often won by whoever defines them first. He who names the thing, owns the thing. We have been letting other people name it.
So perhaps dinosaurs deserve a little more respect in business than they usually get.
Plenty of things are briefly new. Far fewer evolve. The bird outside your window is the reminder.
Anyway, Tweet tweet.
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Javvad Malik is Lead CISO Advisor at KnowBe4 and remains deeply suspicious of anything that confuses being new with being useful.
