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Situation
A marketing agency needed to scale their content production but was limited by the speed of human copywriters. They wanted a tool to draft initial blog posts and social media captions.
Task
Build an internal tool that leverages Large Language Models (LLMs) to generate on-brand marketing copy, while allowing human editors to refine and approve the content.
Action
We developed a React-based dashboard that interfaces with the OpenAI API. We implemented prompt engineering templates for different content types and a 'brand voice' fine-tuning layer. A review workflow was built to ensure quality control.
Result
The tool reduced the time required to create a first draft by 85%. The agency was able to take on 3x more clients without hiring additional writers, and the tool is now being licensed to other agencies.
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