Selected Work

Real business problems, the decisions behind them, and what changed.

AI Assessment + Automation · Performing Arts

Finding performance opportunities without the weekly scramble

A recurring workflow cut estimated hands-on time from 6+ hours a week to about 30 minutes, while members kept final review and submission.

AI Assessment + Automation · Landscape Architecture

Interviews narrowed a broad efficiency goal to the admin work worth tackling first, then turned those priorities into focused AI automation.