HDH Market Frontier

AI Did Not Create the Problem, It Exposed the Value Question.

AI has not created a new challenge for the financial data industry—it has exposed a longstanding one: how to define, measure, and monetize data value. As AI, DeFi, and tokenized markets expand data consumption, traditional licensing frameworks and usage-based pricing models face growing challenges. The industry may need more granular approaches to pricing and value attribution, while fostering greater understanding and alignment between data producers, distributors, consumers, and regulators.