PermitPipeline

PermitPipeline — A continuously scored, cross-metro stream of pre-issuance building-permit filings turned into ranked opportunity records. For each filing the platform resolves address, owner or applicant, architect or designer, general contractor or permittee, trade scope parsed from the job-description text, declared project value, filing and status dates, and its own contractor-fit grade (A+, A, B), then tracks whether a GC is named yet — the team-formation signal. Coverage is four metros built on named open-data feeds with exact dataset identifiers (NYC DOB NOW job filings plus permit iss…

PermitPipeline offers (Alternative, Supply Chain, Sentiment) — Observed counters: 7,390 NYC permits reviewed and 3,183 high-priority projects in a trailing 30-day window, annualizing to roughly 90K NYC permit records and roughly 39K graded high-priority records per year, plus a stated history behind the current view and three further metros (Chicago, San Francisco, Miami-Dade) whose per-city volumes are not printed. Aggregate graded universe plausibly several hundred thousand scored filings to date across four metros, bounded by the 2026 founding; retained history is largely re-pullable from the upstream feeds rather than uniquely accumulated..

Text-classification training and evaluation for extracting trade scope, work type and project value from unstructured permit job descriptions — the single highest-value asset here, since the vendor has already done the expert parsing across four metros and keeps doing it. Ordinal relevance-ranking training from the contractor-fit grade, with the unusual property that the grade can be validated downstream against whether a GC was later named on the permit. Leading-indicator construction-activity indices at neighborhood granularity, ahead of issuance and well ahead of spend reports, for real estate, materials and building-products demand forecasting. Sales-intent and territory-coverage models for building-products distributors, lenders and insurers. A cross-jurisdiction entity-resolution benchmark: matching owner, architect, contractor and license across four cities whose schemas and completeness differ substantially.

Coverage spans US; Construction & Engineering, Real Estate Services; alternative, supply_chain, sentiment; equities.