Leveraging AI for employee development

Sep 28, 2025

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Investing in AI-driven learning is not just a step forward – it’s a leap toward building a smarter, more adaptive industry.

In the fast-evolving architecture, engineering, and construction industry, continuous learning and development are essential for maintaining a competitive edge. In a field driven by rapid technological advances and evolving client demands, artificial intelligence is emerging as a critical tool in reshaping how firms approach upskilling and workforce development.

AI as a personal learning assistant.

One of AI’s most powerful features is its ability to create highly personalized learning experiences. Imagine a graduate engineer receiving weekly learning prompts based on recent project challenges, or a project manager receiving microlearning modules on client communication after a peer review. By analyzing individual employees’ project history, role competencies and development goals, AI-driven platforms can recommend tailored training modules, articles, or workshops. This targeted approach enhances the relevance of learning and encourages application for the job.

Streamlining knowledge sharing.

AEC firms often face the challenge of transferring knowledge from seasoned veterans to newer professionals. AI supports this effort by making it easier to capture, organize, and share learning from real projects in a way that is accessible to staff. Instead of relying on formal training sessions or hard-to-navigate folders, AI can surface relevant insights at the moment they are needed.

For example, a junior team member working on their first community engagement plan might type a question into a search bar such as, “How have we approached rural corridor studies in the past?” and receive curated content that includes past project summaries, templates, and names of internal experts to connect with. This not only saves time but also reinforces a culture where learning is continuous, informal, and embedded in the flow of work.

AI tools enable employees to search knowledge systems with ease, accessing guidance or reference materials exactly when needed. By making knowledge easier to access and apply, AI turns individual expertise into a shared resource that benefits teams across the organization.

Tracking progress and measuring impact.

AI tools excel at tracking learning outcomes and providing actionable insights. These tools can link learning completions to key business outcomes, such as improved QA/QC scores, fewer safety incidents, or higher client satisfaction ratings. Dashboards can highlight not just who completed training, but who improved performance as a result. With this insight, learning and development leaders can identify which resources are most effective, where gaps remain, and how to better align development with firm-wide KPIs and strategic goals.

Looking ahead.

Integrating AI into learning and development isn’t about replacing human ingenuity – it’s about amplifying it. By leveraging AI, AEC firms can inspire their teams, elevate their practices, and significantly contribute to the future of the industry. As we’ve seen in our own firm, investing in AI-driven learning is not just a step forward; it’s a leap toward building a smarter, more adaptive industry. 

Caitlin Austin is director of talent performance and development at WSB. Connect with her on LinkedIn.

About Zweig Group

Zweig Group, a four-time Inc. 500/5000 honoree, is the premier authority in AEC management consulting, the go-to source for industry research, and the leading provider of customized learning and training. Zweig Group specializes in four core consulting areas: Talent, Performance, Growth, and Transition, including innovative solutions in mergers and acquisitions, strategic planning, financial management, ownership transition, executive search, business development, valuation, and more. With a mission to Elevate the Industry®, Zweig Group exists to help AEC firms succeed in a competitive marketplace. The firm has offices in Dallas and Fayetteville, Arkansas.