What to know
- The skills finding concerns respondents whose organizations already use AI.
- Turn a broad training request into a specific decision someone needs to make.
- Check whether the obstacle is knowledge, access, or unclear responsibility before choosing a course.
What the survey found
Bluebeam's October 13 report says 34% of 448 respondents at AI-using organizations cited insufficient internal AI skills as a barrier to scaling. This group includes organizations piloting AI and those using it beyond pilots. The finding describes reported obstacles; it does not measure hiring, job losses or training effectiveness.
Sources: Bluebeam via GlobeNewswire; Bluebeam
Who answered
Hanover Research surveyed 750 U.S. architecture, engineering and construction technology decision-makers online in July 2026. Respondents were full-time employees at manager level or above. About 58% were aged 35-44; under 1% were 55 or older. No age quotas were set.
The public materials do not establish that these respondents represent construction workers generally. The survey also cannot tell a particular employer which intervention would address its own difficulties.
Sources: Bluebeam via GlobeNewswire; Bluebeam
Our interpretation: diagnose one task before buying training
For a construction manager, our proposed starting point is a task that people already find difficult. Ask a colleague to describe the last occasion when an AI-assisted step needed help. What were they trying to decide? What information did they have? Who had authority to approve the result? These questions can make a vague request for better skills concrete.
Consider a hypothetical team using an assistant to draft a summary of changes between two project documents. Give a learner a short, fictional example with a missing revision and ask them to explain whether the summary is ready to share. They should identify the gap, locate the authoritative document and name the person who can resolve an ambiguity. The exercise is about a decision, rather than how quickly someone can generate text.
If the person cannot access the latest document, a course alone will not supply it. If two colleagues disagree about approval responsibility, clarify that responsibility before repeating the exercise. If the difficulty is recognizing an unsupported statement, practice that skill with feedback. Discuss what changed on a second attempt, without treating one attempt as a competence score.
This is an original editorial proposal, not a tested result from Bluebeam's survey. It offers a way to investigate a local problem; it does not promise productivity gains or protection against redundancy.
Sources & method
AI-generated article checked against the issuer release and public report. Report date follows its launch announcement. Fieldwork is specified only by month; recruitment and weighting details were not located. No respondent-level reanalysis was performed. The suggested exercise is original editorial interpretation.
- Bluebeam AEC survey release Bluebeam via GlobeNewswire ·
- AEC Technology Outlook Report 2027: U.S. edition Bluebeam ·
Drafted and source-checked by Codex AI agents. Read our sourcing, illustration, and correction policy.
Explore the occupations
What could this mean for your work?
See task exposure and potential career moves for roles connected to this story.