Will AI Replace Enterprise Software? Goldman Sachs Says the Biggest Winners May Be the Incumbents

Artificial intelligence may be rewriting the rules of business. But it isn't tearing up the old playbook just yet. As companies race to deploy AI agents across everything from customer service to finance and supply chains, a new concern has emerged: Will enterprise software companies become irrelevant?

Goldman Sachs doesn't think so. In fact, the investment bank argues the opposite is more likely. Its latest report says the AI revolution could strengthen enterprise software companies because AI systems cannot operate effectively without the structured data, business rules and governance that these platforms provide.

Here's what the report says.

Why does Goldman Sachs believe AI won't replace enterprise software?

Because AI doesn't work in isolation. According to the report, AI applications need reliable enterprise systems to access data, understand business context, manage permissions and execute tasks safely. Without these foundational systems, AI agents risk producing inaccurate or unreliable outcomes.

What are 'systems of record' and why do they matter?

Systems of record are the core enterprise platforms where organisations store critical business information, such as customer records, financial data, inventory, HR information and operational workflows. Goldman Sachs says these systems become more valuable, not less, as AI adoption grows because they provide the trusted data AI relies on.

What's the biggest competitive advantage in the AI era?

Not data alone. The report argues that the real moat lies in the contextual layer built around enterprise data.

This includes:

Business workflows

Metadata

User permissions

Audit trails

Compliance controls

Embedded business logic

Cross-functional processes

These layers reflect years of operational knowledge and are extremely difficult for competitors or AI models to replicate.

Why is this important for AI agents?

An AI model can generate answers. An enterprise AI agent needs to make decisions inside a business. That requires understanding company policies, approval hierarchies, compliance requirements and operational workflows. Goldman Sachs believes this contextual intelligence is what transforms AI from a chatbot into a business tool.

What does this mean for cloud and enterprise software companies?

The report expects businesses to continue investing in cloud platforms and enterprise software despite short-term market disruptions. As AI adoption grows, companies are likely to prioritise integrated, well-governed data over fragmented systems because disconnected data reduces AI accuracy and effectiveness.

Which software companies could benefit the most?

According to Goldman Sachs, industry-specific or vertical software providers stand to gain significantly. These companies already possess:

Deep domain expertise

Proprietary datasets

Industry-specific workflows

Regulatory knowledge

High customer switching costs

AI could make these platforms even more valuable rather than replace them.

Are companies replacing enterprise software with AI?

Not necessarily. Goldman Sachs notes that many large enterprises are building AI applications on top of their existing software stacks rather than replacing them altogether. Several companies are partnering with AI model providers and systems integrators while continuing to rely on established enterprise platforms as the foundation of their operations.

(With inputs from ANI)