Property Labs Research Team

Building permit intelligence before the crane goes up. Track projects, developers, contractors and construction activity across North America.

[Property Labs Research Team @PermitResearch]

The best AI use case in permitting may be boring:

Catch the missing document BEFORE it enters the queue.

Toronto's new AI pre-check does that. Human review still decides the permit.

https://t.co/S7dAbX1tMt

#AI #Housing

[Property Labs Research Team @PermitResearch]

U.S. housing sent two different signals in July.

Permits: +5.0%
Starts: -12.4%
Completions: -9.1%

The front of the pipeline strengthened while execution weakened.

https://t.co/570DcfMe38

#Housing #CRE

[Property Labs Research Team @PermitResearch]

Google Maps changed a name. The ground didn't.

Canada's growth map is changing for real:

Edmonton +3.0%
Calgary +2.9%
Vancouver +0.2%
Toronto ~flat

https://t.co/Qweef08SPB

#LakeAmerica #Housing

[Property Labs Research Team @PermitResearch]

#LakeAmerica is a data lesson.

Labels change. Definitions change. Feeds change.

Toronto shows 71,615 issued permit records YTD in 2026.

We did NOT call it a 4x construction boom.

https://t.co/GdQR2kkMf7

#Toronto

[Property Labs Research Team @PermitResearch]

Vancouver permit records ran 60.8% lower Jan–Jul 2026 vs the same 2025 window, before Sept. 8 counter-tariffs.

Pre-shock tape, not causation.

https://t.co/geifXuM2zN

[Property Labs Research Team @PermitResearch]

July did not say U.S. housing was up or down.

Permits +5.0% to 1.443M SAAR.
Starts -12.4% to 1.239M.

Front of the pipeline ≠ construction.

https://t.co/570DcfMe38

[Property Labs Research Team @PermitResearch]

Canada has 141,480 approved housing units that have not started construction.

June permit value jumped 18.5%.
July urban starts were still down 19% YoY.

https://t.co/A8DLK8PvzY

[Property Labs Research Team @PermitResearch]

Useful cut:

Seattle -1.4%
Austin -1.6%
Chicago -2.5%
Orlando -6.4%
Calgary -11.7%
Vancouver -60.8%

Jan–Jul 2026 vs 2025 permit records.

Baseline, not a tariff verdict.

https://t.co/geifXuM2zN

[Property Labs Research Team @PermitResearch]

Orlando permit count fell 6.4% Jan–Jul 2026 vs 2025 while declared value edged higher.

Volume and project scale are different reads.

https://t.co/geifXuM2zN

[Property Labs Research Team @PermitResearch]

New York says it can cut certain housing approvals from roughly 7 months to 90 days.

That’s a claim we can measure.

The first ELURP project, 351 Powers Avenue in the Bronx, cleared the expedited process in 90 days and will deliver 84 affordable homes.

Now comes the bigger test:

Do faster land-use approvals actually translate into faster building permits and more housing entering the pipeline?

PropertyLabs is establishing the baseline now.

A year from today, we should have an answer.

https://t.co/9gOnA0BNqN

[Property Labs Research Team @PermitResearch]

Toronto just got a real test of whether development incentives become buildings.

The first EDGE project is in the ground: National Dry Beverages, $18.1M / ~62,000 sq. ft. on Arrow Road.

Eight approved projects = ~$220M planned.

But approved ≠ permitted ≠ built.

The question is how much of that $220M has reached a building permit — and how much is actually under construction.

That’s the part we’re mapping.

https://t.co/9gOnA0BNqN

[Property Labs Research Team @PermitResearch]

Permitted does not mean built.

July U.S. authorizations rose 5.0%.

Housing starts fell 12.4%.

The live risk is conversion from authorization to shovel.

https://t.co/570DcfMe38

[Property Labs Research Team @PermitResearch]

Sept. 8 is a cost breakpoint, not a permit autopsy.

Calgary permit records were already down 11.7% Jan–Jul 2026 vs 2025.

Now watch what happens after the tariff date.

https://t.co/geifXuM2zN

[Property Labs Research Team @PermitResearch]

Toronto announced up to $2.7B for roughly 5,600 rental homes.

Funding is not a permit.
A permit is not a start.
A start is not a completion.

Track the pipeline.

https://t.co/ar8PKxAfjH

[Property Labs Research Team @PermitResearch]

The interesting question is where that growth is landing.

Canada is no longer one urban growth story.

Edmonton: +3.0% population growth.
Calgary: +2.9%.
Toronto: roughly flat.
Vancouver: +0.2%.

The permit tape shows the same geographic split.

https://t.co/Qweef09qF9

[Mark Carney @MarkJCarney]

Canada’s economy posted its fastest growth in three years in the second quarter of 2026. Exports are rising. Business investment is growing. 

Our plan — to build our strength at home and diversify our trade partnerships abroad — is working.

[Property Labs Research Team @PermitResearch]

@Breaking911 Relocation doesn’t happen by proclamation.

Factories, warehouses and offices need land, power, labor, financing and permits.

If Canadian firms actually start moving south, the permit tape should show it before the macro data does.

[Property Labs Research Team @PermitResearch]

40,000 lbs of PBR disappearing is a wild supply-chain story.

Construction has another one coming.

Canada's Sept. 8 counter-tariffs cover $27.6B of U.S. imports.

https://t.co/geifXuM2zN

#SupplyChain

[Property Labs Research Team @PermitResearch]

Call it Lake Ontario or Lake America.

Steel doesn't care what the map says.

Canada's Sept. 8 counter-tariffs cover $27.6B of U.S. imports. We mapped the pre-shock permit tape.

https://t.co/geifXuM2zN

#LakeAmerica

[Property Labs Research Team @PermitResearch]

Every city in our six-market comparison was already lower before Sept. 8:

Seattle -1.4%
Austin -1.6%
Chicago -2.5%
Orlando -6.4%
Calgary -11.7%
Vancouver -60.8%

https://t.co/geifXuM2zN

[Property Labs Research Team @PermitResearch]

5,600 rental homes announced.

More than $1.8B in ACLP financing tied to 9 projects and 3,700+ homes.

The policy story is:

funding → permit → start → completion

https://t.co/ar8PKxAfjH