Software is already eating AI, HSBC says

Investing.com -- Software will remain the core mechanism through which the world’s largest companies adopt artificial intelligence, according to HSBC, which argues that AI is unlikely to displace enterprise software despite rapid advances in foundation models.

Analyst Stephen Bersey wrote that “software will be the primary mechanism for the diffusion of AI across the world’s largest enterprises,” adding that 2026 marks “the kick-off for monetization within software.”

HSBC believes foundation models are “inherently flawed” and unsuitable for “lift-and-replacement” of major enterprise platforms.

While they may work for narrow uses such as image creation or small apps, the bank said this is “not realistic for the majority of high-fidelity enterprise class platforms.”

Bersey added that vibe-coding places the burden of design on the developer, and that major AI model players have “little to no experience creating ‘enterprise class’ software,” meaning they would be starting from scratch in highly complex environments.

Enterprise software has also evolved to be “almost error-free with high throughput and reliability,” HSBC said, noting that this critical intellectual property is not trainable on the public internet.

Even if a new entrant could build comparable code, incumbents are difficult to displace because they run core operations for global companies accountable to shareholders.

HSBC argued that established software vendors are best positioned to commercialize AI because they are already embedding “distilled intelligent agents” into their platforms in controlled ways that overcome the limitations of foundation models.

The bank believes these enterprise vendors are poised to benefit most as monetization accelerates.

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