Foundation models produce generic content that presents several risks, such as intellectual property and confidentiality issues, hallucinations, and the creation of redundant content.

Fine-tuned models generate content specific and unique to organizations but often produce content with low responsiveness, substantiation and explanation, frequently necessitating substantial rewrites and multiple iterations.

Custom-built models, unique to each organization and designed for proposal development, are embedded into every workflow. The models incorporate organizational capabilities and brand voice throughout, delivering high-quality results faster.