Education
BREAKOUT | TUESDAY, 3:00 - 4:00 PM PDT
From Cost Center to Revenue Driver: Future-Proofing Proposals with AI
AI is rapidly reshaping how proposals are written, reviewed, and evaluated, often by AI on both sides of the table. As project owners increasingly use AI to assess proposals, speed alone is no longer a differentiator. Consistency, clarity, and strategic alignment now determine who advances. For many AEC marketers, this shift creates anxiety about relevance. This session reframes that concern into a clear opportunity.
Rather than focusing on tools or prompts that will quickly become outdated, this session shows how marketers can future-proof proposal efforts by designing AI-enabled workflows that strengthen, not replace, human expertise. Attendees will learn how to use AI to centralize institutional knowledge, reduce reliance on billable technical staff, and produce proposals that are more consistent, defensible, and aligned with owner priorities.
The session moves beyond AI novelty and positions marketing as a driver of utilization and revenue. By reducing the time technical teams spend on proposal development and accelerating pursuit timelines, marketers can directly support leadership goals while improving proposal quality in an environment where AI review is becoming the norm. The approach is practical, tool-agnostic, and immediately applicable.
Participants will leave with a clear framework for becoming indispensable in an AI-enabled firm by acting as the human in the loop, improving proposal efficiency, and translating AI use into outcomes that matter to firm leadership.
Learner outcomes
- Learn how to future-proof proposal workflows as AI becomes standard on both sides of the pursuit
- Connect AI-enabled proposal work to utilization, billable hours, and revenue
- Position marketing as a strategic contributor, not a cost center, in an AI-driven environment