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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· technology

Bookmark: Transforming enterprises: Unpacking the shift from SaaS to service as software

Bookmark: Transforming enterprises: Unpacking the shift from SaaS to service as software

Explore how Service as Software (S'aaS) empowers businesses to innovate and tailor processes, transforming the traditional SaaS model for greater uniqueness.

A quote from the article that captures the essence of its transformative message is: “A new possibility is now emerging to challenge the notion of SaaS as we know it: ‘service as software’ (S’aaS). It is more than just wordplay; it’s the fast-emerging possibility that every organization can define, create and establish unique business processes that instill their uniqueness into how business functions.”
Transforming Enterprises: Unpacking the Shift from SaaS to Service as Software

The concept of Service as Software (S’aaS) represents a significant shift from traditional SaaS models. Historically, B2B SaaS solutions offered prepackaged applications that required businesses to align with software-defined best practices, often limiting organizational uniqueness. However, S’aaS redefines this by providing an adaptable digital framework where businesses can design processes unique to their operational needs. This transition is primarily driven by advances in AI, particularly through technologies like GenAI and LLMs, which allow for AI-driven workflows tailored to specific processes.

Unlike SaaS, which demanded conformity, S’aaS enables technology to adapt to businesses, fostering innovation through agentic AI capabilities that drive process automation. This evolution emphasizes effective data management and continuous improvement in business processes, developing a digital nervous system for organizations. The successful implementation necessitates robust data governance, AI-driven orchestration, and strategic risk management approaches.

As enterprises transition to S’aaS, they must focus on enhancing AI literacy, fostering innovative use case ideas, developing a comprehensive data strategy, and applying agile change management practices. This transformation holds significant potential for enterprises, particularly those with complex processes, as S’aaS platforms evolve into intelligent, autonomous business systems poised to shape the future of work.

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

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A book on AI, judgment, and staying human at work.

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Practical essays on how work actually gets done.

The file I almost made twice

A small operational footgun that runs everywhere — building a parallel system when the one you have is fine.

The actor doesn't get to be the verifier

The worker isn't lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn't more self-honesty. The fix is a different pair of eyes.

Shopping is the last mile

Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.

Article analysis: Agentic AI: Thoughts from Ethan Mollick on future of superintelligence

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Bookmark: Rise of agentic AI, scalable enterprise AI and sovereign AI key trends in 2025

Explore the transformative rise of Agentic AI, Scalable Enterprise AI, and Sovereign AI shaping our future by 2025 for enhanced human-computer interactions.

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