The Short Version
- Toll Brothers grew orders 5% and paid 170 basis points of GAAP margin for it.
- July's 9.9% starts drop isn't statistically significant — Census says so in the release. Permits, no error band, rose 2.5%.
- Commercial contractor backlog fell to 8.0 months, lowest since January. Data centers hide how thin the rest is.
- Cash was 3.5% of new-home purchases in Q2, lowest since 2007.
- We went looking for an independent payback figure for AI in construction and couldn't find one. That absence is the feature.
By the Numbers
30-Yr Fixed
6.65%
▼ 0.02 W/W · Aug 20
NAHB HMI
35
▲ 1 M/M · August
SF Starts
808K
▼ 9.9% M/M · July
SF Permits
894K
▲ 2.5% M/M · July
This Week's Feature
The AI Punch List: Rank by Payback, Not by Hype
Search for how long AI takes to pay for itself in a construction business and you'll have an answer inside a minute. One search gave me four: a payback window in months, two survey shares of early adopters already banking gains, a five-figure saving per firm.
Now try to find who measured any of it. Every one traces back to a company selling the thing it measures — an AI bidding tool, an app-development shop, two consultancies. Not one carries a sample size, a methodology, or a named author. I went looking for an independent, published payback period for AI in construction to anchor this article. There isn't one, so no number from that pile appears below.
The absence is the finding, and it isn't a gap you can wait out. The research that does exist points somewhere the sales decks don't: in the AGC and Sage 2026 outlook, 45% of firms deploy AI on office and administrative work, against 23% on estimating. The hype is aimed at the takeoff; the usage is in the file room.
So the ranking has to come off your own P&L rather than a vendor's. Here is how to build that list, and the three findings that should change the order you put things in.
Keep reading (6 min)Voice of the Builder
Toll Brothers sold 5% more homes and paid 170 basis points for them.
In its fiscal third quarter, ended July 31, Toll Brothers signed 2,508 net contracts, up 5.0% year over year — in a quarter that closed on 2026's lowest single-family starts print, 808,000. GAAP home sales gross margin came in at 23.9%, down from 25.6%. Note the trap: the adjusted margin is also 25.6% — last year's GAAP number — so an unlabeled 25.6% hides a 170-basis-point fall.
Net signed contracts per community fell to 5.4 from 5.6. Orders grew because community count grew — 471 now, guided to 480–490 — not because a community sold more.
What it means on your jobsite
Divide last quarter's signed jobs by the number of people selling them, then do the same for the quarter before. If the total grew while jobs-per-seller fell, you bought the growth with headcount, and the bill arrives as overhead two quarters later. Run that ratio before the next hire.
- Commercial backlog fell off a cliff, and data centers are hiding it. ABC's Construction Backlog Indicator fell to 8.0 months in July from 8.8, lowest since January. The 88% with no data-center work average 7.5 months; the 12% who have it, 11.4. ENR on ABC
- Cash has left the new-home market. Cash was 3.5% of new-home purchases in Q2, lowest since Q4 2007, while FHA rose to 19.3%, its highest since early 2021. Your buyer is financed now, and therefore rate-sensitive. NAHB
- Affordability worsened on rates and price together. A median-income family needed 34% of income for a median-priced new home in Q2, up from 32%, as the average mortgage rate went 6.20% to 6.51% and the median new-home price rose 2% to $410,700. Both sides of the payment moved the wrong way. NAHB
Bright Spots
- July's frightening starts number isn't statistically significant, and Census says so itself. Starts printed as "9.9 percent (±10.4 percent)*" — the asterisk is Census's own, and the band includes zero. Permits carry no error band at all — Census says they aren't subject to sampling error — and single-family permits rose 2.5% to 894,000. The trustworthy number went up. Census
- Rates rolled over. 6.65% on Aug 20, down two straight weeks from the Aug 6 peak of 6.69%, and 7 basis points above a year ago. Freddie Mac
- Custom holds while production falls. Q2 custom starts fell 9% Y/Y to 49,000, but the four-quarter total is 183,000 against 184,000 — "effectively flat," in NAHB's words — against single-family construction down almost 7% through July. Custom's share: 20% of single-family starts, one-year average. NAHB
Then again: Forward demand is worse than current demand. Pending home sales fell 2.3% M/M and 2.2% Y/Y in July, to their lowest level since January, the West off 7.1% Y/Y. A permit is a maybe; a signed contract is a job. NAR
Hot Markets
| Metro | Median Sale Price Y/Y | Why it matters |
|---|---|---|
| West Palm Beach, FL | +10.2% | Biggest gain in the set; pending sales up 9.6%, so contracts back the price |
| Newark, NJ | +8.3% | Second-biggest gain in the set, while the national median asking price fell 0.1% — its first decline since January |
| Milwaukee | +6.5% | Matches San Francisco off a lower base; the Midwest is the only region with pending sales up, +1.7% Y/Y (NAR) |
Cooling: Seattle, −5.5% on median price and −17.9% on pending sales — weakest of the 50 most populous metros Redfin ranks, four weeks ending Aug 16. Austin −3.9%, Dallas −1.5%. Prices describe last spring; pending sales describe this fall. Redfin
Design Trends · Remodeling
The kitchen and bath market is forecast to shrink this year, and pro-led work to grow 5.3% inside it.
NKBA's 2026 Kitchen & Bath Outlook update, published July 21, splits the market three ways, not two. Its full-year forecast: total revenue $228 billion, down 0.4%, with pro-led spending up 5.3%, DIY up 1.1% and new-construction kitchen and bath down 4.7% — and NKBA credits price increases for the remodeling gain. Homeowners aren't spending less; they're spending it with professionals, on houses they already own. Harvard's LIRA forecast agrees: a third straight quarter of decelerating growth, down to 0.5% Y/Y by mid-2027.
How to sell it
Open the design meeting with the cabinet decision, not the layout. In NKBA's 2026 Kitchen Trends Report — published September 2025, so eleven months old — 69% of industry respondents named flat slab doors as gaining popularity. Cabinetry sets the lead time for the job, and a client choosing between door profiles has stopped negotiating whether to do the kitchen.
AI on the Jobsite
Turn a week of client messages into a change-order list and a decision list
The best evidence for message triage doesn't come from construction. Brynjolfsson, Li and Raymond followed 5,179 support agents given an AI assistant and measured a 14% average lift in issues resolved per hour (NBER working paper 31161, 2023; published in QJE 2025). The half to act on: 34% for novices and low-skilled workers, minimal effect on the experienced and highly skilled. Point it at your newest PM's inbox, not your best one's.
Copy this prompt
Below are this week's client emails and texts, grouped by job. Classify every message as exactly one of three things: (1) ANSWERED IN SCOPE — already in the contract; (2) CHANGE ORDER CANDIDATE — adds scope, cost or time; name the contract line or allowance it touches; (3) DECISION REQUIRED — we're waiting on the client; state the date the schedule needs it by. Return a table sorted by job, quoting one line from each message as evidence. Then draft one client-facing weekly update per job, under 120 words: what got done, what's next, what I'm waiting on. Do not price anything and do not write the change order — triage and drafts only. Flag anything ambiguous instead of guessing.
Time saved: Your arithmetic, not ours — count the messages your newest PM triaged last week, time yourself on ten, and apply 34% to that.
JobTread Tip of the Week
Job costing in the budget, so margin shows up before closeout
Toll Brothers found 170 basis points at quarter end. You can watch yours mid-job, on one screen, if actuals land on budget lines.
- Open a live job's Budget and switch on the cost columns, so estimated, committed and actual sit side by side.
- Code every bill and receipt to a budget line as it arrives — an uncoded expense is a variance you meet at closeout.
- Sort by variance, not by cost code, and read the top five lines.
- Do it weekly past 60% complete — while a change order can still fix it.
The Punch List
- New Residential Construction, July — Census/HUD. Next release Sept 17
- Builder confidence, August — NAHB
- Toll Brothers FQ3 results — Aug 18
- Contractor backlog, July — ENR on ABC
- Pending home sales, July — NAR
- Where permits are still growing — NAHB, first half 2026 by state
Quitting Time
How do you know when a punch list is finished?
You don't. That's the joke.