BEFA report: Why AI Demands a Workforce Transformation

The built environment is facing a dual challenge: a chronic shortage of traditional skills and an urgent need to adapt to rapid technological advancements. Mark Farmer, chair of the Built Environment Futures Academy (BEFA), recently shared a comprehensive report that addresses this precise intersection. The document serves as a critical piece of workforce-futures evidence, particularly relevant for the UK architecture, engineering, and construction (AEC) audience.

As the industry grapples with the integration of AI and automation, understanding the evolving skills landscape is no longer an HR issue; it is a fundamental strategic imperative for project delivery. The BEFA report provides a comprehensive roadmap for how the sector should evolve to remain competitive and relevant in an increasingly technology-driven landscape.

The BEFA report underscores a reality that many in the industry are already experiencing: the nature of work in the built environment is fundamentally changing. The traditional silos of design, engineering, and construction are blurring, driven by the need for more integrated, data-driven approaches.

This shift requires a workforce that is not only proficient in their specific disciplines but also capable of collaborating across digital platforms and understanding the implications of automated workflows. The skills required to thrive in this new environment extend beyond technical competence; they encompass adaptability, digital literacy, and the ability to work alongside intelligent systems.

This begins with a structured view of likely demand. Scenario planning can model different trajectories for housing, infrastructure and retrofit, with horizon scanning identifying emergent roles such as retrofit coordinators, digital construction leads or AI-assisted planners. Alongside demand, organisations must establish an accurate baseline of current capacity, entry rates and attrition. The ageing profile of parts of the workforce and competition from other sectors must be factored into projections.

One of the central themes emerging from the discourse surrounding the BEFA report is the widening gap between traditional educational pathways and the practical realities of modern project delivery. As AI begins to automate routine knowledge work, the value of human professionals will increasingly lie in their ability to exercise complex judgement, manage risk, and interpret the outputs of agentic systems.

This necessitates a re-evaluation of how we train the next generation of AEC professionals. The focus must shift from rote learning and manual task execution to critical thinking, systems engineering, and the strategic application of technology. Firms that actively invest in upskilling their existing workforce while simultaneously engaging with educational institutions to shape future curricula will secure a significant competitive advantage.

The BEFA report underscores that the built environment sector cannot rely solely on universities to produce the talent it needs. Instead, a collaborative approach is required, where industry leaders work directly with academic institutions to define competency frameworks and shape educational content. This partnership model ensures that graduates enter the workforce with a realistic understanding of how technology is reshaping their disciplines.

Once gaps are understood, BEFA identifies four critical steps to close the sector's workforce challenge:

• Attract: Strengthen pathways for new entrants through schools' outreach, apprenticeships and conversion routes for mid-career changers.

• Train: Align curricula and provision to the forecast mix of skills, not historical patterns. Use modular courses and micro-credentials to reskill at pace.

• Retain: Invest in progression, flexible working and inclusive cultures so people stay and grow.

• Redeploy: Support transitions from declining roles to growth areas with structured upskilling and supervised practice.

Mark Farmer challenges the prevailing narrative of a recruitment crisis, offering a contrarian perspective grounded in data. "We don't have an attraction problem," he stated at the BEFA INSPIRE event. "The harsh reality is that we have far more people who look to get into the industry doing those very jobs than actually end up successfully gaining employment. We therefore, at least in the current economic climate, have an absorption problem, not an attraction problem."

More provocatively, Farmer argues that AI itself may reshape talent flows in unexpected ways.

This generational shift could increase interest in vocational pathways and hands-on construction roles that have historically struggled to attract young talent.

The transition to a more technologically advanced workforce cannot happen organically; it requires deliberate, visionary leadership. Leaders must champion a culture of continuous learning and provide the resources necessary for their teams to adapt. This involves not only formal training programmes but also creating an environment where experimentation with new tools is encouraged and where failures are viewed as learning opportunities.

Furthermore, leadership must clearly articulate the vision for how technology will augment, rather than replace, human expertise. By framing AI and automation as tools that empower professionals to focus on higher-value activities, firms can mitigate resistance and foster a more engaged and innovative workforce.

The BEFA findings suggest that firms that invest in transparent communication about technological change will experience significantly lower attrition rates among their most talented staff. When employees understand how their roles are evolving and see clear pathways for professional development within a technology-enabled environment, they are more likely to remain engaged and committed to their organisations' transformation journeys.

We view the findings of the BEFA report as a necessary catalyst for change within the industry. The successful delivery of future projects will depend entirely on the capability of the teams executing them. If the workforce lacks the skills to leverage new technologies effectively, the promised productivity gains of AI will remain unrealised.

Firms must move beyond reactive hiring and adopt a proactive approach to workforce planning. This means identifying the specific digital competencies required for future projects and developing targeted strategies to acquire or cultivate those skills. The ability to assemble multidisciplinary teams that seamlessly blend deep domain expertise with advanced technological proficiency will be the defining characteristic of successful project delivery organisations.

The BEFA report also highlights the importance of creating clear career pathways that allow professionals to transition into emerging roles. As certain traditional tasks become automated, the demand for specialists in areas such as AI oversight, data governance, and systems integration will increase dramatically. Firms that can offer their existing workforce a credible path into these new roles will retain institutional knowledge and maintain team cohesion during the transition period.

• Reassess core competencies: Firms must redefine the essential skills required for their teams, prioritising digital literacy, systems thinking, and the ability to collaborate with AI agents alongside traditional technical expertise.

• Invest in continuous learning: A proactive approach to upskilling is mandatory; organisations must create structured pathways for their current workforce to transition into more technologically demanding roles.

• Bridge the education gap: Industry leaders must engage with academic institutions to ensure that the curricula align with the practical, data-driven realities of modern project delivery.

• Cultivate adaptive leadership: Successfully navigating the skills crisis requires leaders who can clearly articulate how technology augments human capability and who foster a culture that embraces continuous technological adaptation.

How is your firm preparing its workforce for the technological realities of the next decade? Subscribe to the Project Flux newsletter for actionable strategies on future-proofing your project delivery teams.

•Built Environment Futures Assembly (BEFA) Official Site

•UBE: Built environment workforce planning: 'We need to be more future-focused'

•UBE: 'We don't have an attraction problem': Mark Farmer challenges built environment narrative

•Construction and Building Trades: The Skills Horizon (Cambridge Centre for Housing and Planning Research)

•Mark Farmer's LinkedIn: Built Environment Workforce Planning for 2030 Report Released

All content reflects our personal views and is not intended as professional advice or to represent any organisation.