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Highlights
UK data and software groups are central to the AI theme.
Information and analytics underpin many real-world AI applications.
These businesses tend to be steadier than pure chip plays.
The popular image of artificial intelligence is dominated by silicon: the chips that power model training and the companies that make them. But beneath that hardware layer sits something just as important, and far less glamorous. Data and the software that organises it are the raw materials of useful AI, and the UK happens to host several of the world's most substantial data and analytics businesses. As the AI theme matures, these names are moving from the background to the centre of the story.
Why Does Data Matter So Much?
Artificial-intelligence systems are only as good as the information they are built on. High-quality, structured, proprietary data is what turns a generic model into something genuinely useful in a professional setting. Companies that own valuable datasets, or the tools to manage and analyse them, occupy a powerful position in the AI value chain, because their assets are difficult to replicate.
This is where several UK names stand out. RELX (LSE:REL) has built a business around analytics and information services across professional markets, embedding data deep into customer workflows. London Stock Exchange Group (LSE:LSEG) has transformed into a major data and infrastructure provider for financial markets. Both illustrate how owning and organising information can be more durable than competing in fast-moving hardware.
How Do Software Groups Fit In?
Software businesses provide the tools that companies and individuals use every day, and many are weaving AI capabilities into their products. Sage Group (LSE:SGE) serves businesses with accounting and management software, a category where automation and intelligent features can add tangible value. As these tools become smarter, the companies behind them stand to benefit from deeper customer relationships and the appeal of subscription-based revenue.
The attraction of established software groups lies partly in the predictability of their business models. Recurring revenue, high customer retention and the ability to layer new features onto existing platforms give them a steadier profile than companies dependent on selling hardware into cyclical markets.
Are These Steadier Than Chip Stocks?
Compared with semiconductor manufacturers, data and software groups tend to exhibit less dramatic swings. Chipmakers are exposed to the boom-and-bust rhythm of hardware demand, where a single cautious outlook can trigger a sharp sell-off across the sector. Data and software businesses, by contrast, often generate more consistent revenue from long-term customer relationships, which can translate into a smoother ride.
That relative stability does not make them risk-free. Valuations can still become stretched when enthusiasm runs high, and any sign that growth is slowing can weigh on the shares. But the underlying business models are generally less volatile than those of companies tied to the hardware cycle, which is part of their appeal in the current environment.
What Are The Risks?
No corner of technology is immune to disruption. The same AI tools that create opportunities can also threaten incumbents if newcomers find ways to deliver similar value more cheaply. Data businesses must continually invest to keep their information relevant and protected, and software groups face the constant challenge of staying ahead of competitors.
There is also the broader question of valuation. When a theme captures the market's imagination, prices can run ahead of fundamentals, leaving little room for disappointment. The UK's data and software giants are well established, but they are not exempt from the swings that affect the wider technology sector.
Why Does The Theme Endure?
The structural case for data and software rests on a simple observation: as the economy digitises and AI spreads, the value of high-quality information and the tools to use it only grows. The UK's leading names in this space have spent years building assets that are difficult to replicate, and that positions them well for a world increasingly shaped by data.
The lasting message is that the AI story is broader than the chips that power it. The companies that own and organise the information feeding these systems may prove just as important, and the UK is unusually well represented among them.
Technology stocks in the data and software category are shares in companies that provide information services, analytics and business software. In the UK several are large constituents of the FTSE 100, with business models built on proprietary data and recurring software revenue that link them closely to the broader artificial-intelligence theme.
