Pipsy (Pipsy Labs)

Pipsy (Pipsy Labs) — A computer-vision-verified, lot-level new-construction progress panel for land development communities — an asset with essentially no incumbent. Each week drone aerials (via a partnership with TraceAir) are layered onto the lot status map and analyzed lot by lot to assign a construction stage — forming, framing, roofing, landscaping, complete — each with a confidence score, and the status is written back to the system of record with no manual entry. That vision layer is cross-checked against builder feeds and continuous crawls of public sources, and the reconciliation its…

Pipsy (Pipsy Labs) offers (Alternative, Geospatial, Sentiment, Supply Chain) — Bounded by communities onboarded and scan cadence rather than published: each community produces one full aerial scan per week across every lot, so a 500-lot community yields roughly 26,000 weekly lot-status observations per year plus the raster imagery behind them. The worked example on the page shows one development with 14 builders under management, which is the scale unit; the platform markets multi-property rollups across an entire portfolio, so coverage accumulates per developer account..

Training and evaluating construction-progress computer-vision models on genuinely labelled consecutive aerial pairs — the standout buyer use, since verified weekly stage transitions are scarce and impossible to reconstruct historically; construction-lender and construction-draw monitoring, verifying that a draw request matches observed physical progress; land developer portfolio management, using takedown risk and builder pace labels to enforce builder contracts and plan vertical development; supply-side nowcasting of housing completions ahead of Census starting and completion data, since a lot visibly at roofing will close within a known interval; insurance and appraisal verification of new improvements; municipal and utility service-activation planning from observed completion; and ground-truth evaluation sets for any other vendor claiming construction monitoring.

The data is with 2 years of history.