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Derric Gilling on Muck Rack

Derric Gilling

As seen in: Forbes, DZone, SD Times, Nordic APIs, OpenView Blog
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Articles

The $1.6 Million Weekend: Why Simple API Gateways Fail in the Agentic Era

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By Derric Gilling
| SD Times Verified
An enterprise builds an AI-powered contract review API that costs $1.58 per document to process: loading the contract, running five extraction passes through an LLM, flagging risks, and generating a summary. The unit economics are reasonable, and the API works well when called by internal applications. Then the team exposes this API via MCP for agentic consumption, making it an agentic API. On Friday evening, an agent hits a timeout and begins retrying.
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The $1.6 Million Weekend: Why Simple API Gateways Fail in the Agentic Era

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By Derric Gilling
| buff.ly
An enterprise builds an AI-powered contract review API that costs $1.58 per document to process: loading the contract, running five extraction passes through an LLM, flagging risks, and generating a summary. The unit economics are reasonable, and the API works well when called by internal applications. Then the team exposes this API via MCP for agentic consumption, making it an agentic API. On Friday evening, an agent hits a timeout and begins retrying.
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Monetizing Proprietary Data Through APIs: How to Unlock New Revenue in the AI World

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By Derric Gilling
| Nordic APIs Verified
A report by Bloomberg Intelligence projects the AI industry will reach $1.3 trillion by 2032, with proprietary data fueling much of this growth. As businesses increasingly adopt generative AI (genAI) to enhance efficiency, data is rapidly becoming one of the most valuable assets in the digital economy. Foundational AI models require vast amounts of data for training, and many AI products are now leveraging proprietary datasets alongside these models to power innovative applications and AI agents.
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