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/Index/Pipsy (Pipsy Labs)/Pipsy (Pipsy Labs)
PP

Pipsy (Pipsy Labs)

PIPSY (PIPSY LABS)Manage supplier listing

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 itself becomes a dataset: missing closings, missing starts, and status anomalies where a builder's reported state contradicts what the imagery shows. Layered on top are the operational records the platform already holds — lot contracts, sales by builder and lot type, sales velocity, cancellations, pipeline, takedown risk, supply forecasts, demographics and traffic sources — exposed through a production Model Context Protocol server.

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Pipsy (Pipsy Labs)/Pipsy (Pipsy Labs)
SampleCoverage

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Coverage

Universe, instruments and categories.

Industry
Real Estate Management & DevelopmentHomebuilding
Instruments
equities
Categories
Alternative
Geospatial
Sentiment
Supply Chain
Regions
US
Sample tickers
DHILENPHMNVRMTHKBHTMHCSKYGDLMBL
Dataset card
Type
not stated
Format
Multimodal — geospatial raster: weekly drone orthophoto scans registered to a per-lot parcel map; plus tabular records of lot contracts, sales, velocity, cancellation, pipeline and supply, served as tool calls through a production Model Context Protocol server with typed queries (for example querying lot contracts over a 90-day window, or sales grouped by builder and lot type) rather than through fixed reports
Volume
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.
Users
Est. small — a handful to a few dozen land developer and homebuilder accounts: the company is roughly 6 people in Houston with no recorded funding, the product is sold as an operational platform per community portfolio, and the worked example shows a single development with 14 builders under management, implying deep penetration of a few accounts rather than broad adoption
History
2 years
Update frequency
not stated
Growth
Active and early — a 6-person unfunded Houston startup explicitly positioned as shipping production AI rather than prototyping it, with a live production MCP server, a named drone-data partnership, and daily/weekly automated briefing outputs in operation. Expansion is constrained by drone coverage logistics rather than by software, so growth is per-market onboarding.
Launched
est. 2024-2025 — the corporate record dates to late 2024 per enrichment data, the entire architecture is MCP-native (a protocol that emerged only in late 2024), and the site's framing of shipping AI in land development is an early-market-entry claim rather than an incumbent's; no earlier footprint is discoverable
Delivery
not stated
Entity mapping
not stated
Sample
not stated
Point-in-time
not stated
Licence
not stated

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Pipsy (Pipsy Labs) has not added their own details yet. Not yet on file:

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