Make LLMs Work Better With A Company Context Document

In this episode of The AI Moment, Jonathan Wagstaffe and I tackle the primary reason leaders feel underwhelmed by AI: the "Generic Output Trap". We often see teams frustrated by results that feel disconnected from their brand or market reality. The solution isn’t better prompting alone; it’s better contextualisation.I introduce the concept of the Company Context Document, a "live" asset designed to be uploaded to your LLM of choice (ChatGPT, Claude, or Gemini) to give it the "experience" of a long-term employee. We outline the five essential pillars this document must include: your Ideal Customer Profile (ICP), brand style/tone of voice, product set, market positioning, and real-world examples . (this is your free template to use ;-) )We also discuss why this document is a litmus test for your operational health. If your leadership team cannot agree on these five pillars, your AI will produce fragmented, inconsistent work. Whether you are a small start-up or a large enterprise, the message is clear: stop treating AI as a case-by-case tool and start treating it as your operational infrastructure. Short, sharp, and constantly updated—this is the blueprint for high-signal AI work.Enjoyed the episode? Subscribe and follow the podcast on your favourite platform to never miss an insight.Want more? Subscribe to our newsletter at https://aimomentpodcast.substack.com/subscribe for deeper dives and intelligence delivered with every podcast episode.