Boardwalk

Boardwalk — Structured land-use entitlement project records extracted nightly from city planning-commission and city-council agendas and minutes nationwide: what is being built, where, who the developer is, and what was decided. Each record carries proposed project details (building type, density, unit count, acreage, project size), location, developer/applicant and owner identities with contact enrichment, action classification (rezoning, variance, density change, design review, subdivision), the deciding body and meeting stage, and the outcome (approved / denied / continued / other), each t…

Boardwalk offers (Alternative, Geospatial, Reference) — Input stream quantified by the vendor: nightly scans of thousands of government websites nationwide converting millions of pages of PDFs into records. Output record count is not published — bounded by per-state rather than nationwide coverage, so likely tens to low hundreds of thousands of project records. The underlying PDF corpus is the larger raw asset and is itself a licensable document set..

Development-pipeline lead generation for homebuilders and multifamily developers, general contractors bidding work before it is tendered, civil and architecture/engineering firms planning capacity, and construction lending, title and insurance due diligence — all four segments named on the site. Second order: document-understanding training on planning-commission PDFs with clean record-level targets; entitlement outcome-prediction models conditioned on jurisdiction and meeting stage; submarket supply forecasting from entitlement velocity; competitive-intelligence panels showing every filing in a submarket with developer identity; and agent tool-use and function-calling evaluation corpora, since the dataset is explicitly built for AI-agent access.

The data is with 3 years of history.

Coverage spans US; Real Estate Services, Homebuilders, Construction & Engineering; alternative, geospatial, reference; equities.