
Look Beyond the Bot: What You’re Really Buying in an AI Solution
Large language models make certain kinds of knowledge work available on demand. But dependable outcomes do not come from the model alone. They come from the architecture around it: the data, tools, workflows, controls, memory, and domain knowledge that shape how the work is done.



