The End of Services or the ERA of Services?
AI isn’t eliminating services—it’s launching the most service-intensive era tech has ever seen.
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The AI Economics Newsletter
Where AI meets profitability.
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There's a race happening right now that most executives don't even know they're in.
Serviceless AI is a myth
How AI is accelerating business model change faster than any previous wave, and why traditional growth engines are no longer effective.
Old pricing models break
Seat- and usage-based pricing erode as AI boosts productivity; revenue has to realign around value and outcomes.
Incumbents have the hidden edge
Large customer bases, service scale, and domain expertise let established companies win—if they modernize services for AI-era outcomes.
The new playbook is being written now
Pricing-led transformation, services reinvention, and outcome-focused operating models are emerging—and TSIA is codifying them in real time.
There's a race happening right now that most executives don't even know they're in.
Serviceless AI is a myth
How AI is accelerating business model change faster than any previous wave, and why traditional growth engines are no longer effective.
Old pricing models break
Seat- and usage-based pricing erode as AI boosts productivity; revenue has to realign around value and outcomes.
Incumbents have the hidden edge
Large customer bases, service scale, and domain expertise let established companies win—if they modernize services for AI-era outcomes.
The new playbook is being written now
Pricing-led transformation, services reinvention, and outcome-focused operating models are emerging—and TSIA is codifying them in real time.
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FAQ
AI Economics is TSIA’s research-based movement explaining how AI is rewiring value, revenue, and service models across tech. It exposes the paradox where AI creates massive product value while destroying legacy pricing and service models. Companies must redesign how they price, sell, and deliver, or risk losing ground to AI-native disruptors and retooled incumbents.
No. AI massively increases the need for services. As AI takes action on the customer’s behalf, accountability shifts to the vendor, creating demand for readiness, governance, data preparation, tuning, integration, and outcome delivery. TSIA research shows the AI era is the most service-intensive period in tech history.
AI decouples value from volume, seat counts shrink, consumption drops, and revenue erodes even as value grows. You can’t monetize efficiency when AI eliminates users and reduces usage. The only sustainable path is value-based consumption and outcome-based pricing that tie revenue to real business results.
AI Economics is a living body of research that brings the right cross-functional leaders together to reconfigure how value is priced, sold, and delivered across a radically different buyer's journey. Companies gain the frameworks to design new service requirements, AI Readiness and Governance Services (ARGS), Value Optimization Services (VOS), and Outcome-Oriented AI Services (OOAS), that actually sell and deliver enterprise value, preventing disruption from customer expectations that traditional models can't meet. It's the operating model to win the AI era, not incremental optimization.
AI enables outcomes while destroying traditional pricing. Incumbents have service scale but cut it, thinking AI eliminates services—while AI makes new services mandatory to deliver outcomes. Startups burn billions building the capabilities incumbents destroy. Neither has a playbook. TSIA is codifying the frameworks, defining AI Economics before either side wins the race.