Every bull market eventually produces the same question, and the current artificial intelligence boom is no exception: which of the smaller, less-watched names on the local bourse might quietly become the next big winner? That is the premise behind a recent piece from the Motley Fool Australia, which argues that beyond the handful of AI-linked stocks that dominate headlines, the ASX is home to a clutch of overlooked companies that could reward patient investors as the technology matures.
It is a familiar and seductive pitch. For most Australian investors, exposure to AI has meant either buying into offshore giants such as Nvidia and Microsoft, or piling into the local names that have already run hard, particularly the data centre and infrastructure plays that have soaked up billions in capital over the past two years. The Fool’s contention, laid out in its column on overlooked ASX AI shares, is that the real value may sit further down the market, among companies applying AI to a genuine problem rather than simply branding themselves around it.
The case for looking further down the ladder
The logic is not new, but it holds a certain appeal in the current environment. When a theme becomes crowded, the obvious winners tend to be fully priced, and the incremental returns from here get harder to find. The argument runs that the next leg of the AI trade will be less about who builds the raw computing capacity and more about who actually turns it into revenue: software firms embedding machine learning into their products, health technology companies using it to sharpen diagnostics, industrial and mining services businesses deploying it across fleets and supply chains, and the quieter enablers that sit between the hardware and the customer.
Australia has a growing list of candidates in that mould. Names such as the Perth-based video analytics group iCetana, medical imaging company 4DMedical and a raft of mining technology and agritech ventures have all leaned into AI as a core part of their story. The Fool’s broader point is that these smaller companies are often mispriced precisely because they lack the scale to command sustained analyst coverage, which is exactly the sort of inefficiency that can, on occasion, produce outsized gains for early holders.
The counterweight: hype has a habit of overshooting
There is another side to this, and it deserves equal billing. The history of technology booms, from the dot-com era to more recent enthusiasms, is littered with small caps that attached a fashionable label to an ordinary business and rode the sentiment until it faded. The line between an overlooked gem and a company that is overlooked for good reason is not always obvious in real time, and it is usually only clear with hindsight.
Local markets have already had a taste of this. Earlier in the year, a broad pullback in AI-exposed names prompted commentary that the sell-off was less a warning sign than a healthy reset, a chance for valuations to reconnect with fundamentals after a period of exuberance. Sharon AI, which listed with a cloud and infrastructure pitch, saw its shares plunge in a reminder that a compelling narrative does not guarantee a smooth ride. For every quiet achiever, there are companies burning cash in pursuit of a market that may take far longer to arrive than the pitch deck suggests.
Seasoned market watchers tend to frame this as a question of business quality rather than theme. The companies most likely to endure are those with real customers, recurring revenue and a defensible reason to exist, whether or not AI features in the headline. On that view, the smartest way to play the boom is to treat AI as a tailwind for good businesses rather than a reason to buy anything with the right acronym in its investor presentation.
What it means for Australian investors
For the local audience, the stakes are practical. Superannuation balances, self-managed funds and retail portfolios are all increasingly exposed to the AI theme, sometimes without holders fully realising how concentrated that exposure has become. A large slice of the recent gains on global indices has been driven by a small number of megacap technology stocks, and Australian investors who hold international index funds are along for that ride whether they intended to be or not.
The appeal of hunting for overlooked ASX names is that it offers a way to diversify that bet closer to home, in businesses that are easier to research, report in local currency and operate under familiar disclosure rules. The flip side is liquidity. Small caps can be thinly traded, which cuts both ways: prices can move sharply on modest volume, and getting out in a hurry is not always straightforward. That is a very different risk profile to owning a blue chip, and it is one that suits a longer time horizon and a tolerance for volatility.
There is also a broader national dimension. Australia has been racing to build out AI infrastructure, from the multibillion-dollar data centre commitments announced in recent months to government efforts to shape sovereign capability. A healthy pipeline of listed AI-adjacent companies matters to that ambition, because it gives local innovators access to capital and gives Australians a stake in the technology’s upside rather than leaving the gains to offshore owners.
What’s next
Reporting season will be the immediate test. Investors chasing overlooked AI names will be watching closely for evidence that the story is translating into contracts, revenue and margins rather than remaining a promise. Companies that can point to real deployments and paying customers are likely to be rewarded, while those still spending ahead of revenue may find patience in shorter supply than it was a year ago.
The sensible takeaway is neither to dismiss the pitch nor to swallow it whole. Overlooked stocks can indeed become tomorrow’s winners, but the same conditions that make them overlooked also make them risky, and the winners are far easier to name after the fact. For Australian investors, the discipline is the unglamorous part: understanding what a company actually does, how it makes money and what it is worth, and treating the AI label as one factor among many rather than the whole thesis.
Sources: The Motley Fool Australia.
