Datasets

Primary-source CRE data your AI doesn't have

A core lesson in AI.Edge and the Accelerator: an AI is only as good as the data it can reach. These are primary-source CRE datasets (physical risk, rates, demographics, employment, permits, leases, and Google Maps) that Claude, ChatGPT, and Manus don't have on their own. The Hub wires them in to show you, hands-on, how much sharper your AI gets when it works from real data.

Census Demographics

Demographics for any location in 0.5 to 10-mile radius bands — with percentile ranks going back over a decade. Your AI can tell you not just the population, but whether that population is growing faster than 90% of…

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Employment & Labor

Employment trends, establishment counts, and wage data by ZIP code — with percentile ranks. Your AI can assess whether a market's employment base is strengthening or weakening relative to peers.

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Residential Permits

Residential building permits for every U.S. county and MSA — with Supply Pressure Index, momentum scores, and national percentile ranks. Your AI can tell you not just how many units are being permitted, but whether…

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Rates & Capital Markets

Full SOFR curves (30-day to 120-month), daily UST rates, swap rates, corporate yields, pre-computed derivatives, and an indicative agency multifamily debt rate sheet derived from public Freddie K/SB-Deal Offering…

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Economic Indicators

A macro dashboard built for commercial real estate. Tracks inflation, credit conditions, wages, housing, consumer trends, and recession signals from 33 federal economic series, with built-in signals that flag what each…

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Google Maps Images

Live satellite, hybrid, and road-map imagery for any U.S. address — pulled straight into the conversation. Your vision-capable AI can read the image and describe the parcel, frontage, surrounding land use, and access…

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Site-level physical-risk profile for any U.S. address in one call. Stitches FEMA's National Risk Index (county + census-tract, all 18 perils), the exact FEMA NFHL flood polygon at the point, USGS ASCE 7-22 seismic…

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Federal Incentives

Find every federal commercial-real-estate incentive that applies at a site in one call. Tests an address or coordinate against eight active federal overlays — Qualified Opportunity Zones (OZ 1.0), LIHTC Qualified…

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See What Better Data Does for Your AI

Learning to put primary-source data behind your AI is exactly what AI.Edge and the A.CRE Accelerator teach. Join to learn it hands-on.

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