If you are among the construction project admins, the pattern is familiar: RFIs and daily logs pile up. Gallup finds nearly half of U.S. workers (49%) report that they never use AI in their role. The missing piece is usually not another slide deck — it is a practice loop small enough to repeat.
Name the friction clearly
The day-to-day reality for construction project admins is RFIs and daily logs pile up. That is not a motivation failure. SHRM finds 59% of workers do not have enough time to participate in training, and 62% do not know how to integrate AI into day-to-day workflows. Design the practice for that constraint.
What the evidence points to
SHRM finds more than half of workers (51%) identified enhanced training as the top priority for improving AI outcomes. Two-thirds of respondents (67%) said their organization has not been proactive in training employees to work alongside AI. Waiting for a perfect program is how the gap stays open.
Evidence
“More than half of workers (51%) identified enhanced training as the top priority for improving AI outcomes, underscoring the importance of workforce preparedness.”
“62% of workers said they don’t know how to integrate AI into their day-to-day workflows.”
“59%, indicated they do not have enough time to participate in training.”
“Nearly half of U.S. workers (49%) report that they “never” use AI in their role.”
“The proportion of employees using AI daily has risen from 10% to 12%.”
“Two-thirds of respondents (67%) said they disagree or strongly disagree that their organization has been proactive in training and/or upskilling employees to work alongside AI technologies.”
The bottom line
Start smaller than the workshop. One lesson. One hands-on rep. That is how practical AI practice for field paperwork becomes routine. When you are ready, start practicing and keep the practice honest.
Start practicing after one short practice session.