AI Investment: Huge Upside, Almost No Downside 🚀
10 Dec 2025 · 1 min

0:54
In this presentation, the speaker urges agency leaders to allocate time and resources toward AI automations, emphasizing that the risk‑reward profile is heavily skewed toward upside. The downside of dedicating 5‑20 hours per week to AI work is limited to modest reductions in billable hours, slight drops in utilization, and a few thousand dollars in unrecovered salary costs. Conversely, the upside can be massive; the speaker illustrates this with a hypothetical 1,000‑hour investment to build a proposal‑generation AI that could eliminate the need to write proposals entirely, delivering an asymmetrically large return on the initial effort.










