Every year, Deltek's Clarity A&E Industry Study gives us something rare: a clear, data-driven look at how architecture and engineering firms are actually running their businesses — what's working, what's not, and where the industry is headed. The 47th Annual Clarity Study surveyed 896 firms of all sizes and types across North America. And this year, one theme runs through every section of the report: intentionality.
Firms aren't just spending — they're choosing. They're not just adopting — they're evaluating. The industry is moving away from reactive decision-making and toward strategic allocation. Quality over quantity. Fit over FOMO. That shift shows up clearly in the Technology Trends section, which is where we're starting this blog series.
The Problem with Shiny
Before we get into the data, here's the reality check that frames everything else.
When firms were asked to identify their top technology challenges over the next three years, three rose to the top:
- Prioritizing applicable technology trends (61% of firms)
- Lack of time to invest in learning (51%, up from 43%)
- Cost of technology (48%)
Read those together and a clear picture emerges: it's not that firms don't want to engage with new technology. It's that the landscape has gotten so crowded — and so loud — that figuring out what actually fits your firm has become its own full-time job. And nobody has time for that full-time job, because everyone is too busy doing their actual full-time jobs.
Think about where we are with AI right now. Every tool is positioned as the solution to every problem. Every vendor is promising transformation. It's the same conversation we had when social media exploded — do we need to be on TikTok? Some firms jumped in anyway. Others asked, "what problem does this solve for us?" and moved on. The firms asking that second question are the ones getting real value from their technology investments today.
That's the discipline the 2026 Clarity Study is pointing to. There's no room to chase something that clearly isn't a fit. The cost — in time, budget, and organizational focus — is too high.
Intention Is the Strategy
The data backs this up directly. 67% of firms say creating a strategic plan for implementing technology is their top initiative. Not adopting more tools. Not keeping up with trends. Planning. That's a meaningful signal about where A&E firms are in their technology maturity.
And it makes sense, because every level of a firm is touched by technology rollouts — from principals making the investment decision to project managers using new platforms to admin staff handling training. Day-to-day responsibilities crowd out the time needed to learn something new, which is why that "lack of time to invest in learning" challenge jumped eight percentage points in a single year. The firms that carve out dedicated learning time tied to specific tools and business objectives are the ones converting adoption into results.
Why Digital Maturity Matters
One concept weaves through the entire Technology Trends section and connects every data point: digital maturity. It's not just a buzzword. It's the measure of how well a firm's business strategy and IT management actually work together — and it's the thing that determines whether AI adoption pays off.
Currently, 33% of firms classify themselves as mature or advanced — nearly double the share from four years ago. The largest group (42%) sits in the "applied" stage, where business and IT goals are aligned but digital initiatives haven't yet reached their full potential. That's actually a strong place to be: you have the alignment. The work is using it to drive measurable business impact.
The urgency is real. 42% of firms believe they risk losing market share without meaningful digital progress within the next two years — up nine percentage points year over year. That number rises every year because the firms that do build their digital foundation keep pulling further ahead.
AI in Practice
It's impossible to talk about technology in A&E right now without talking about AI. Usage jumped from 53% to 70% in a single year — that's a 17-percentage-point climb. Generative AI use climbed to 78%, with growth across every use case.
But here's the more interesting story: where firms are applying AI is shifting.
The leading use of AI is now business process automation — 34% of firms, up 10 percentage points from last year. Think autonomous, task-oriented applications. The second leading use is providing insight into operational performance at 28% (up 17 percentage points). Firms are moving past the novelty of generative AI and into applications that directly affect how the business runs. For those of us who work closely with Deltek tools, this aligns with what we're seeing in practice — the firms getting the most out of platforms like Deltek Vantagepoint are the ones using integrated data to drive decisions, not just generate content.
The report makes an important point about AI benefits: the ones lower on the list require firms to more fully embrace the AI capabilities already available to them across project and financial systems. And sitting beneath all of it is a prerequisite that can't be skipped — clean data and integrated systems. AI is only as good as the data it runs on. Firms that have invested in data hygiene and system integration are seeing real returns. Firms that haven't are still chasing them.
What's Driving the Field
When it comes to technology specifically tied to project delivery, Building Information Modeling (BIM) remains the clear leader. 45% of respondents say BIM is very important to their firm's project delivery — up slightly from 43% last year. That's not going anywhere anytime soon. BIM is embedded in core workflows; it's not a trend anymore, it's infrastructure.
What's moving is everything around it. Sustainability (23%) and data analytics (20%) both dipped year over year — not because they became less relevant, but because AI is gaining ground. AI agents and AI-based automation nearly doubled in perceived importance, from 6% to 11% of firms rating it very important. When combined "very" and "somewhat" important ratings are included, that share jumped 12 percentage points to 48%.
Also worth noting: computer vision made its debut in this year's survey. Computer vision is AI that can interpret and analyze visual information — photos, video, scans — the way a human eye would, but faster and at scale. In A&E, that looks like automatically extracting specs from drawings and RFP documents, detecting safety hazards from drone footage on job sites, or comparing as-built conditions against design drawings to flag clashes before they become field problems. It premiered at 10% — a number worth watching.
It's Not If — It's When
We won't spend much space here, but this number is worth sitting with: only 3% of firms reported no attempted cyber attacks over the past three years.
Cybersecurity isn't a line item to revisit during budget season. It's a baseline operational requirement — and it's directly connected to the same digital foundation that makes everything else in this section work. If your AI adoption strategy doesn't include a cybersecurity layer, it's not a complete strategy.
Still Stuck on Manual?
Here's a truth that doesn't get enough attention: 80% of firms still report complete to moderate reliance on manual processes in administrative and management functions. In accounting and finance specifically, that number is 75%.
The report puts it plainly: reducing manual data entry is not simply an efficiency initiative. It's one of the most concrete steps a firm can take toward digital maturity.
Those manual processes aren't just slow — they're blocking progress. Clean, connected data is the foundation of every AI benefit we talked about above. Firms addressing manual processes now aren't just solving a near-term operational problem. They're laying the groundwork for meaningful AI returns down the road.
Cloud Is No Longer Optional
We'll close with the data point that, in our view, deserves the most attention — especially for firms still running on-premise systems.
The 2026 Clarity Study makes this clear: cloud infrastructure has moved from competitive differentiator to baseline requirement. Here's what the numbers look like:
- More than half of firms (58%) now report that at least 60% of their infrastructure leverages cloud or SaaS — up from 52% last year
- 42% of firms report that 80% or more of their systems are cloud-based — up from 37% last year
- Only 14% of firms remain in the earliest stages of cloud adoption (fewer than 20% of systems in the cloud), down from 20% last year
That last number is the telling one. Even the most cautious firms are making the move. And why? Because the cloud isn't just about where your data lives. It's about what becomes possible when your systems are connected, scalable, and AI-ready. The integration, security, and scalability that modern tools depend on are built into cloud infrastructure. If you don't have that foundation, you're working twice as hard to get half the results.
At Full Sail Partners, we've been having this conversation with our on-premise clients proactively. The data from this report reinforces what we've been seeing firsthand: the transition is coming for every firm. The question isn't whether to move — it's whether you get ahead of it strategically or wait until you're forced to scramble.
If your firm is ready to begin — or reengage in — the cloud conversion conversation, our team is here to help. Whether you're simply exploring timelines and considerations or actively planning your move, we can help you evaluate the right path forward. Reach out directly to your account manager or complete our contact form to start the conversation
The Bottom Line
The 2026 Deltek Clarity A&E Technology Trends section isn't telling firms to slow down on technology. It's telling them to aim better. The firms pulling ahead aren't adopting the most tools — they're using the right ones, built on a strong digital foundation, with a plan behind every decision.
Intentionality isn't a soft concept. It's a competitive advantage.
We'll be covering each section of the Clarity Study in this blog series — stay tuned as we dig into Business Development, Project Management, Human Capital Management, and Financial Management in the weeks ahead.
Want to talk through what the Clarity data means for your firm specifically? Contact us — we'd love to dig into it with you.
