LightBox

The company’s Canadian parcel database contains boundaries for 11.1 million properties, representing more than 97% of properties in Canada and covering more than 94% of the population.

AI and structured appraisal data are reshaping CRE lending, as banks focus on governance, integration, and enterprise-wide underwriting intelligence.

Why banks struggle to build AI for appraisal data extraction and why purpose-built CRE appraisal intelligence is critical for credit risk and lending workflows.

LightBox RE episode 24 discusses CRE: “Yellow Brick Road vs. The Boulevard of Broken Dreams.”

LightBox RE episode 54 discusses CRE distress and the CMBS resurgence with Morningstar’s David Putro.

LightBox announced the completion and availability of its enhanced nationwide Smart Location Fabric.

Appraisers face tighter turnaround times while being expected to maintain the quality of their reports.

LightBox APIs are available through the LightBox Developer Portal.

The page covers LightBox announcements, product developments, industry coverage, and updates on commercial real estate data solutions.

Andy Leibman is an executive with more than 20 years of experience in the real estate and financial information sectors.

Caroline Stoll is LightBox’s general manager of data and analytics.

Jorge Santos is a product management executive with more than two decades of leadership experience delivering data products.

Manus Clancy joined LightBox in January 2024 to develop tools for the commercial real estate industry.

LightBox provides data solutions for the real estate industry.

The company’s property data and CRE workflow technology is used by web and mobile applications, including Google, Microsoft, Waze, and Zillow.

LightBox’s leadership team serves the commercial real estate data and analytics sector.

LightBox has offices in New York, Toronto, Irvine, Carlsbad, and Shelton.

The platform combines real estate data analytics, including building footprints, tax parcels, geospatial, zoning, and environmental building data.

Privacy Policy LAST UPDATED: 05/20/26 This Privacy Policy explains how LightBox Parent, L.P. and its subsidiaries and affiliates (collectively,