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AI inference costs have become a budget line that enterprise deployments can no longer absorb quietly.
RavenPack moved on that pressure on July 20, introducing token-based content licensing on Bigdata.com, a marketplace where AI agents retrieve only the specific tokens carrying a direct answer rather than processing whole documents, with the company citing reductions in token consumption of up to 100 times.
How the marketplace model works On Bigdata.com, an AI agent queries the platform and receives back only the tokens that answer the question. RavenPack calls the approach Precision Grounding.
Every response is anchored in licensed, cited content drawn from over 170 premium providers, meaning the output is attributable from the moment it is generated rather than requiring a separate verification pass.
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