The organizations seeing the greatest value from AI aren't adopting more tools. They're building better data foundations.
Artificial intelligence is everywhere right now. From design automation to project insights, it seems like every new technology discussion in the AEC industry includes AI. But Autodesk's 2026 State of Design & Make: AI Pulse Report reveals an important reality: the firms seeing the biggest benefits from AI aren't necessarily using the most AI tools. They're the ones with the strongest digital foundations. For civil engineering firms, that's a critical distinction.
Download the Autodesk 2026 State of Design & Make: AI Pulse Report to explore the full research and findings.
AI Isn't the Challenge - Data Is.
Nearly every organization surveyed is already using AI in some form, and most are seeing improvements in productivity, decision-making, and innovation. The bigger challenge is making AI work effectively within existing workflows. In fact, leaders identified integrating AI with existing systems as the top obstacle to successful implementation. Data quality, skills gaps, and measuring ROI weren't far behind.
If project information is spread across multiple systems, stored in inconsistent formats, or difficult to access, AI can only do so much.
Connected Data Creates Better Outcomes
One of the most interesting findings from the report is that organizations are using AI for more than saving time. Many are leveraging it to improve decision-making and gain deeper insights from project information.
For civil teams, that could mean:
- Evaluating design alternatives faster
- Improving coordination across disciplines
- Identifying potential issues earlier
- Making more informed project decisions
But those benefits depend on having reliable, connected project data. That's why investments in digital delivery, common data environments, and connected workflows remain just as important as investments in AI.
Focus on the Foundation
AI will continue to evolve, and new capabilities will emerge quickly. But the firms that benefit most won't necessarily be the first to adopt every new tool. They'll be the firms that have invested in clean data, connected systems, and consistent project workflows. Before AI can help transform project delivery, organizations need a strong foundation to build on.
Ready to Strengthen Your Digital Foundation?
 Contact our team to discuss strategies for improving digital delivery, optimizing your Autodesk environment, and building the data foundation needed to support future innovation.
 Source: Autodesk 2026 State of Design & Make: AI Pulse Report.
