Market Insight: The Path To Surviving AI Disruption For Enterprise SaaS
23 Oct, 2025
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Executive Summary
Increasing AI capabilities, accessible development tools and the availability of powerful generalist AI agent platforms are altering the competitive environment for enterprise Software as a Service (SaaS) firms. Corporate buyers feel empowered to develop software in-house, aided by tools such as Cursor, or enticed by a new wave of innovative AI-first applications. Long-term software vendor success now requires a thoughtful and executable AI strategy. This report identifies and proposes enterprise SaaS strategies to maintain or grow market share, as AI alters the underlying market conditions. It examines how incumbents can maintain a defensible long-term value proposition by focusing on verticalized solutions that ensure deep system compatibility and entrench product differentiation. Based on an analysis of global survey data, proprietary market research and vendor briefings, the report provides guidance to C-Suite decision-makers and IT leaders at enterprise software firms who are progressively incorporating AI into their solutions and preparing their roadmaps for 2026.AI performance and accessibility are shifting buyer power, necessitating savvy vendor strategy execution
Incumbent software vendors must adapt to changing procurement assumptions and priorities, spurred by AI saturation
Workflow-embedded AI with long-term memory will be key to a successful enterprise SaaS product strategy
Vertical expertise, AI compliance and ecosystem integration will become necessary proof points for enterprise SaaS firms
Figure 1. Enterprise software long-term AI risk heatmap
Figure 2. Enterprise SaaS AI disruption risk by segment
About the Authors

Aleksander Milligan
Analyst
Aleks is an Analyst at Verdantix, specializing in enterprise AI adoption. He advises technology vendors and corporate buyers on GenAI integration and LLM market trends, the AI...
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Chris Sayers
Senior Manager
Chris is a Senior Manager at Verdantix. His current research agenda targets enterprise AI integration and adoption, AI market trends and agentic AI. Chris joined Verdantix in ...
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