If true, the broad adoption of AI across industries will shift enterprise software demand toward tools that manage complex, customized commercial terms, creating new revenue streams for vendors who can handle sophisticated billing and contract workflows. Vendors that adapt to serve professional services and mid-market firms could capture outsized growth as AI becomes embedded in routine operations.
A speaker predicts that within five years every company—from tractor maker John Deere to auto-service chains and AI startups—will identify as an AI company, driving demand for software that can handle complex, negotiated commercial arrangements. Today roughly half of customers are technology or AI firms, but the fastest growth is in professional services and mid-market firms with bespoke, milestone- or usage-based billing. The speaker says this complexity represents a revenue opportunity and that their product roadmap focuses on supporting negotiated contracts and nuanced billing models. They anticipate the industry will move past declaring 'AI-first' as AI becomes a universal business layer.
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