2,881 of 5,002 scored cells carry a development pipeline score of exactly 33. It is not a market level - it is what the score returns when the permit feed is empty, at 3.75% confidence. A correction to fourteen earlier posts, and the rent data we should have been checking against.
925 vessels carry 1.000-confidence fraud flags. Their port calls still feed the throughput signal used by industrial and port-adjacent CRE models. No linkage exists between the motif queue and the demand signal.
Port-adjacent CRE throughput models watch the approach channel. 246,754 open-sea Rule 17 failures — 4.9× the approach volume — happen upstream and are absent from port-adjacent demand signals.
In 125 scored Chicago cells, every cell with ESGI above 10 has a development pipeline score of 0.0. The 46 cells above that threshold average safety 40, business vitality 47 — commercial activity without supply response.
LA just entered the Locus dataset: 2,042 cells scored, pipeline 4.0 everywhere, 63.9% of its first 773 permits are alterations. The same approach channels generating 366,894 extremis events aren't in the underwriting model.
Houston filed 14,203 council records in 90 days. In 23 port-adjacent cells, hostility index peaks at 87 and development pipeline score sits at 3 — the entitlement environment is actively suppressing what the filing volume predicts.
STS creates phantom vessel presence. Dark manipulation creates phantom absence. When the dominant motif flips, throughput signals stop overcounting and start undercounting. Five port metro pipeline scores sit at the floor.
Austin's permit volume is the highest of any tracked metro and its recent 30-day surge was +89.5% month-over-month. Its development pipeline cell score is 0 across all 128 cells. The permit composition explains the gap.
Seattle's permit velocity surged 112.5% month-over-month while its cell-score pipeline average holds at 5.1. Every cargo operator relationship currently tracked runs through an ownership graph that has produced zero updates in 34 days.
Atlanta filed permits at 1.8× its three-year baseline in Q1 2026. Fourteen hex cells scored an average pipeline score of 8 while the metro averaged 31. Litigation risk score above 0.70 explains the freeze.
In 30 days, 719 Minneapolis hex cells triggered a maintenance.risk signal. Out of 4,181 permits in 12 months, 134 were transformative. Pipeline score: 2.6 average. Raw permit volume collapsed 59% versus prior year.
25.9% of vessel cargo estimates are zero-ton placeholders; 16.7% more have no estimate. Port-adjacent industrial CRE models treating these as throughput signal are working from a degraded input.
Miami-Dade cells with active council records average an upzoning_probability of 0.61. Their development pipeline cell score averages 6. The hostility index is 0.31 and litigation risk is 0.14 — the approval environment is not the drag. This is a pre-deployment window.
Permit velocity moves faster than cell scores. Denver is accelerating hard while its development pipeline score sits at 22 — written before the surge. Austin has the same score and is decelerating.
74 vessels slow-rolled near STS transfer zones in 45 days. The declared port traffic data doesn't contain that number. Houston pipeline stays at 4.
Every H3 cell in Locus now has a trade-area polygon fit to observed LEHD worker flows via a gravity model — replacing fixed-radius buffers and drive-time isochrones with shapes derived from how people actually move.
San Francisco issued 2,922 building permits in the last 90-day window. Twenty-two were new construction. Nashville issued 894 permits — 308 were new construction. The 87:1 vs 1.25:1 renovation-to-new ratio is not a data anomaly. It is the market phase encoded in the permit register.
When open-sea maritime encounters are classified 46 minutes after the moment of closest approach, the cargo timing uncertainty that follows does not appear in port-city cell scores — which score ground-level signals, not upstream sea-lane volatility.
The civic hostility index spans from 0.09 to 0.84 across 24 tracked metros. Six metros cross the 0.65 threshold where permit timeline variance stops following zoning class and starts following litigation risk. Austin is the fastest-rising market in the set.
57% of Hormuz-bound tanker predictions never reappear in the exit zone. Procurement teams at US Gulf refiners hedge by holding inventory closer to home. That maps to bonded petrochemical storage demand on the Houston Ship Channel.
Boston has 738 hexagonal cells flagged where 365-day permit history is at least 75% maintenance and zero or one transformative permit. The next-highest metro is Austin at 71. Ten metros tie at the bottom. Boston is in a different regime.
Vessels at anchor are routinely within 0.54 nautical miles of one another, with stand-on vessels forced to maneuver in 53% of encounters. That is a berth-queue overflow signal — and the next-order beneficiary is industrial real estate near secondary US container ports.
Boston, San Francisco, and Nashville produce 80% of new council-meeting records right now. The volume itself is a leading signal for which markets are actively reshaping their development rules.
When 1,127 high-tier dark events concentrate in one waterway, P&I markets reprice the route. The cargo that reroutes lands somewhere — and the somewhere has a vacancy rate.
Inside the data backbone, clustering pipelines, and scoring layer that turn 2M+ public records into block-level intelligence for 22 US metros.
The full methodology behind the AXL-4 Gentrification Early Warning Index — EPA brownfields, HDBSCAN permit clusters, Sentinel-2 ground truth, and 311-derived crime velocity, fused into one score.
CRE intelligence, maritime tracking, and the APRS public-record normalization standard run on a single Supabase backbone. Here's the architecture, the shared event timeline, and what cross-product fusion actually unlocks.
When you entity-resolve FDA inspections to manufacturing facilities, parent companies, and inbound shipments, a leading indicator falls out that no single dataset produces.
Three specific, named opportunities the public data flagged before the brokerages did: the LA/Chicago/DC urban recovery, the Sun Belt tertiary-metro divergence, and the post-industrial midwest reset.
Annual FBI crime stats are the wrong lens for retail siting. 311 disorder calls — graffiti, abandoned vehicles, noise — update daily and predict neighborhood trajectory 6–12 months earlier.
The IRS Statistics of Income migration data is the rawest income-by-flow signal in public records. Joined to the education-walkability-wage triangle, it identifies neighborhoods rents haven't caught up to yet.
Liquor license filings, job-posting salary gaps, and LEHD origin-destination flows are three independent leading indicators that each beat the consensus narrative — and together identify markets where commercial demand is genuinely accelerating.
