Berkeley's blueprint for selling your data

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Berkeley's blueprint for selling your data

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we describe the transition into agentic commerce, a new economic era where autonomous AI agents act as intermediaries in digital transactions. These intelligent systems are moving beyond simple search functions to independently navigate marketplaces, negotiate deals, and execute complex purchases on behalf of users. To support this shift, businesses must adopt Model as a Service (MaaS) frameworks and robust API infrastructures that prioritize machine-readability over traditional human interfaces. The reports emphasize that this evolution necessitates a radical change in SaaS unit economics, as token-based costs replace fixed-seat pricing and introduce higher margin volatility. Consequently, leaders are encouraged to implement hybrid pricing models and strict financial controls to manage the variable expenses of large language models. Ultimately, success in this landscape requires balancing automated efficiency with rigorous data privacy and trust-building measures to ensure long-term consumer adoption.

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