Enterprise Guide to AI in Proposal Response

This guide serves as a comprehensive resource for proposal, sales operations, and compliance teams assessing AI tools for enterprise RFP responses. It outlines critical considerations regarding data privacy, governance, costs, and essential vendor inquiries. The document is structured into six core sections, each addressing specific aspects of AI in proposal responses. It discusses the differences between private and third-party AI, highlighting the risks associated with general-purpose AI, such as hallucination and consistency issues. Additionally, it details governance requirements necessary for compliance, including data residency and human review policies. The guide also presents the real costs associated with general-purpose AI at scale, emphasizing the importance of evaluating total cost of ownership. Finally, it describes how to build an effective enterprise AI proposal workflow, focusing on pre-approved content and the integration of human review processes. An appendix provides ten questions to ask AI vendors during evaluation.