Location Intelligence
Detecting Neighborhood Shifts: The ESGI Index
Discover how the AXL-4 Gentrification Early Warning Index (ESGI) predicts neighborhood shifts 12-24 months early using EPA data and clustering algorithms.
Read analysis →Bridging the Gap: Integrating Frontier Spatial Research and Self-Healing Pipelines
We just productionized 9 major frontier research papers into Axiom Locus. Discover how we combined temporal motifs, H3 gravity models, and self-correcting data watchdogs to power our new gentrification early warning system.
Scaling Locus: Architectural Deep Dive into the Permit Clustering Pipeline
Point data is noisy. Identifying true commercial corridors requires spatial intelligence. Here is how we engineered the Axiom Locus HDBSCAN permit clustering pipeline to process almost a million permits at scale.
41% of FDA Warning Letters Predict Drug Shortages Within a Year
We built a lead/lag survival engine across 20,000 FDA records and discovered that 40.6% of companies receiving a warning letter experience a related drug shortage within 365 days. The key was solving entity resolution — the same company appears differently across FDA databases.
Permit Hotspot Detection: Finding the Next Boom Before It Happens
We classified 929K building permits into 9 canonical types, computed momentum scores for 5,236 H3 cells, and discovered Austin neighborhoods accelerating at +1,900%. Here's how permit density clustering works — and why it's the strongest leading indicator in CRE.
One Database, Two Products: The Axiom Unified Data Platform
Axiom Locus (CRE intelligence) and Axiom Overwatch (maritime/commodity intelligence) now share a consolidated database with 2M+ records, a unified event engine, and cross-domain entity resolution. Here's why that matters — and what it enables.
Welcome to Axiom Locus
The CRE industry runs on gut feel and $50K/year data subscriptions. We built something different — 43 authoritative sources, 8 signal groups, one transparent score.