The competitive landscape is shifting

The firms winning more work aren't working harder.

Right now, AEC firms using AI-assisted workflows are submitting more proposals, responding faster, and spending less on proposal production. The gap is widening. Where does your firm stand?

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The shift is already underway

38%

of mid-size AEC firms are now using some form of AI in their proposal process, up from 9% two years ago.

4×

More proposals submitted per quarter by firms using AI assistance, without increasing proposal team headcount.

18%

Average win rate improvement reported by firms using purpose-built AI tools after 6 months of use.

This isn't a future trend. It's happening right now.

The AEC firms that started using AI-assisted workflows in 2024 have a 12-18 month head start on firms that are still evaluating. Every quarter you wait is a quarter of compounding advantage you're handing to competitors.

2023

Early explorers

A small number of AEC firms begin experimenting with ChatGPT and Copilot for proposal drafting. Most results are unusable without heavy editing. Early adopters persist and learn what works.

Now

Early majority, and widening gap

Firms with purpose-built AI tools are operating at measurably different speeds. Proposal production time down 60%+. Staff time on boilerplate near zero. The advantage is real and visible.

2026+

Table stakes

AI-assisted workflows will be baseline expectations for competitive AEC firms. Firms without them will find it increasingly difficult to respond to RFPs at the same volume, speed, or quality.

Firms moving now

What early movers look like 6 months in

Responding to 2–3× more RFPs per quarter
Proposal first drafts completed in hours, not days
Senior staff freed from boilerplate entirely
Consistent firm voice across all proposals
Historical project data searchable and usable
Faster estimate builds from internal cost history
Field reports drafted and reviewed same day

Firms still waiting

What staying the course costs over time

Missing RFPs due to bandwidth, not capability
Principals spending 8–12 hrs/week on boilerplate
Proposal quality inconsistent across projects
Knowledge locked in individual staff and email threads
Estimating relies on whoever has the best memory
Report turnaround slows project billing cycles
Growing gap vs. AI-enabled competitors

Free firm assessment

Where does your firm stand?

Take the 9-question AI readiness assessment. We'll score your firm against the AEC market and show you exactly where you're ahead, behind, and what to address first.

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