How does AI proposal generation work?

An AI model fills a structured template using your workspace context (brand, voice, past proposals) and the specific deal details — it's a constrained fill, not free-form writing, which is why output stays useful instead of generic. Quality is bounded by the template, the context you provide, and the model — vague template in, vague proposal out.