‘AI is an enormous tailwind for software companies’: 5 tips for adapting to the new ‘SaS’ model
Quick take
Software companies are facing a shift from traditional SaaS to a new model called Services as Software (SaS). The hype around a SaaS apocalypse is overstated. Instead, AI is becoming a major accelerator that changes how software products are designed, sold, and supported. In this model, software comes bundled with ongoing services that handle deployment, customization, and proactive management, not just cloud access.
Why it matters
The shift to SaS redefines vendor and customer roles. Buyers no longer just license software—they pay for continuous value delivered by a service layer. This pressures vendors to invest in AI-driven automation and expert services to maintain customer outcomes and satisfaction. The new model raises the bar on customer onboarding, integration, and ongoing support. Pricing, contracts, and success metrics all need to evolve beyond user or feature counts to reflect the full breadth of delivered services.
For operators and founders, clinging to old SaaS norms risks product commoditization and declining renewal rates. AI is not a hype add-on but an operational necessity to handle complexity and sustain margins. Service wraparound also opens new revenue and differentiation paths but demands tighter coordination between software, AI tooling, and customer success teams. Understanding this transition is critical for surviving and thriving in the software market’s next phase.
AI Quick Briefs Editorial Desk
