Why vertical AI is the defining opportunity for enterprise right now
The race to deploy horizontal AI tools may be leaving real competitive advantage on the table
by https://www.techradar.com/uk/author/techradar-pro · TechRadarOpinion By TechRadar Pro Published 3 August 2026
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Enterprise AI today operates on two distinct levels. Horizontal AI addresses common business processes broadly: useful, scalable, and increasingly commoditized.
Vertical AI goes deeper, solving complex, industry-specific challenges by integrating domain expertise, proprietary data, and core workflows.
Understanding the distinction between the two is what separates incremental efficiency gains from genuine competitive advantage.
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For years, enterprise leaders have treated AI like a silver bullet. Deploy a digital assistant here, a copilot there, and watch the magic happen.
Except the magic isn’t happening, at least not at the scale the business needs.
Horizontal solutions are easy to implement, which is precisely why they’re becoming commoditized. And when everyone has the same tool, nobody has a competitive advantage.
Here’s what I’ve observed across our customer base: the enterprises pulling ahead today aren’t abandoning horizontal AI. They’re building on top of it.
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