Digital and AI tools promise to transform construction – yet on many live projects meaningful change remains elusive. At AESG, we see technology not as an end in itself, but as a means to strengthen cost certainty and project control. In an industry where expectations often outpace reality, the question for cost consultants is clear: how can these tools actively support cost management in a way that is practical, reliable, and commercially defensible.

The Promise vs The Project Reality

AI and digital tools are now part of everyday industry discussion. Conferences, articles and pilot initiatives promise faster delivery, stronger cost certainty and reduced risk, yet on many projects the day-to-day reality is largely unchanged. Information remains fragmented, design develops late, teams rely on manual processes, and pressure on fees and programme remain. In markets such as the Middle East, where megaproject pipelines and infrastructure programmes demand greater certainty under compressed timelines, this gap is especially visible. Late decisions and low value effort often carry tangible commercial consequences.

There is a growing gap between what is being discussed and what is being delivered at scale. Adoption data reflects this. RICS research covering more than 2,000 built environment professionals suggests that around 45% report no use of AI at all, while a further 30–35% remain limited to early pilots. Fewer than 2% report AI being embedded across multiple business processes.

The barriers are largely practical rather than philosophical. The most commonly cited constraints include lack of skills, difficulty integrating with existing systems, and poor or inconsistent data.

For cost management, this matters. Expectations are increasing, greater certainty is required earlier, often when information is incomplete and changing, placing greater emphasis on where professional time genuinely adds value.

The problems teams are still dealing with

Despite years of digital investment, many long standing challenges remain:

• Fragmented information across drawings, models, specifications, emails and spreadsheets
• Late design development driving rework, scope creep and commercial uncertainty
• Manual, time intensive processes in measurement, reconciliation and reporting
• Growing expectations for certainty delivered earlier with less complete information

These pressures are not theoretical. They directly affect programme, cost certainty, commercial relationships and professional credibility.

Digital tools are often presented as the solution. In practice, technology alone does not fix broken ways of working.

Why Digital progress often stalls in Cost Control

Many digital initiatives struggle to move beyond experimentation. When tools are introduced into inconsistent processes, teams can spend more time validating outputs than completing the task manually. The result is frustration rather than efficiency. Trust erodes quickly when outputs cannot be explained, reconciled or defended commercially.

This helps explain why attempts to digitise everything at once, or to adopt technology without first clarifying information structure and ownership, often add complexity rather than reducing it.

Where digital tools are delivering real Cost Management value