Engineering Firms
You know production hours are compressing. The judgment call is what survives.
Productize due-diligence at a defined fee on a 7–14 day clock. PermitFlow and Endra AI are funded to compress it.
The pressure engineering firms are facing right now.
Production Automation
AI-generated designs and structural calculations are getting good enough that clients question your fees.
Price Competition
Younger firms are using AI to deliver faster at lower cost, winning projects on price.
Value Shift
Your team knows AI changes the business model but nobody has a plan for what to sell differently.
60–70%
of billable hours go to production work AI is automating.
ZweigGroup
27%
of AEC firms use AI to automate work, the lowest of any professional field.
ASCE / Bluebeam
$12B
is the construction-AI market by 2029, up from $4 billion.
Mordor Intelligence
Assessment
See how your firm compares.
Eight minutes. You get an assessment showing where your firm has real commercial gaps, how you compare to peers in your vertical, and a report you can take to your next partner meeting.
See where you standWhat firms like yours are designing in the Workshop.
Most firms feel the itch and start experimenting: a few tools, a pilot, a project that looked promising on paper. The expensive version is finding out a year in that clients won’t pay for it. Whether you’re still deciding where to start or already two pilots in, the Workshop narrows what you take to your clients before you commit more budget to building it.
Every engagement is different. Your team’s domain expertise is the input. These are the kinds of offerings engineering firms leave with, specified and priced. Your team tests them with named clients, then builds what earns it.
Related reading
Efficiency Is the On-Ramp, Not the Destination
A $5.6B legal AI vendor’s own customers report winning new work and moving to fixed fees. The efficiency story is real. It’s also only the on-ramp.
What the Billable Hour Was Hiding
For decades the hour bundled execution and judgment into one number, and nobody had to pull them apart. AI changed that, and most firms still can’t say how much of their rate is which.
Questions
Production work (drawings, calcs, code-compliance checks) is 60–70% of billable hours at most firms (ZweigGroup). Augmenta compresses electrical system design from 6–8 weeks to days. SWAPP reduced manual drafting 8x for Israel’s largest engineering firm. AI rendering has cut visualization budgets 60–80%. The judgment call is what survives the compression.
Productized due-diligence and feasibility analysis: a defined fee on a 7–14 day clock. AI-augmented design review where contractors generate initial designs and the firm provides oversight, code compliance, and engineering judgment. Post-construction performance monitoring as subscription. PermitFlow and Endra AI are funded to compress the work. Productized advisory captures the value the compression releases.
When AI handles drafting, calculations, and initial design, hourly billing on production work loses fee dollar-for-dollar as hours fall. The AI in construction market is projected to grow from $4 billion to $12 billion by 2029 (Mordor Intelligence). A defined-fee package holds the price the buyer agreed to. Production volume isn’t coming back.
They aren’t selling against engineers directly. They’re compressing the document layer engineers price their fees against. SWAPP reduced manual drafting 8x. Augmenta compresses electrical system design from 6–8 weeks to days. PermitFlow and Endra AI are funded to take it further. What stays is the signed seal.
Only 27% of AEC firms use AI for automation, the lowest of any professional services vertical (ASCE / Bluebeam). 94% of those who do plan to increase usage. Early adopters save 500–1,000 hours and $50,000+ annually (Bluebeam 2025 Report). 23% of firms have AI oversight policies; the rest use AI without governance, which is its own risk.
89% of AEC firms are struggling to find qualified workers (Associated General Contractors of America). AI is the only scalable answer. Firms that productize judgment and oversight can grow revenue without scaling headcount the same way hourly billing forces.
$15,000
A full day with your senior team, then 2–3 offering briefs. Test what clients will pay for before you build.
Book a conversation30 minutes with Shawn Yeager. No pitch.