Scottish Engineering — Quarterly Review Q2 2026
AI Tools in Scottish Engineering
Usage, Training & Strategy
28% of members responded

Key Findings

AI tools are already in widespread informal use across Scottish Engineering member companies, but formal governance lags significantly behind adoption. 43% of respondents estimate a minority of non-production staff are using AI tools regularly, with a further 17% estimating a majority are doing so — yet only 12% formally record usage. 68% of companies have delivered no formal training or guidance. On strategy, 74% have not yet developed a formal AI strategy, though 35% intend to do so. Only 5% have a fully endorsed strategy in active use.

Q1  ·  Current AI Tool Usage Level

Single-select question — respondents chose the one option that best describes their company's current AI tool usage. Percentages show the proportion of companies in each group selecting each option.


Q2  ·  Training & Support for AI Tool Use

Multi-select question — respondents could choose more than one option. Percentages show proportion of companies in each group that have taken each action.


Q3  ·  AI Strategy Development

Single-select question — respondents chose the one option that best describes their company's current stage of AI strategy development. Percentages show the proportion of companies in each group selecting each option.