PropTechUSA.ai builds owned data infrastructure across real estate and sports - PropData, PropSports API, PropBetEdge, and automation systems served through Cloudflare's global edge. No reseller dependency. No black box. Direct product access.
Justin Erickson is the founder and CEO of PropTechUSA.ai — the infrastructure company behind the largest independent property database in America. Starting from first principles with no outside capital, he built 290+ production Cloudflare Workers, 20+ live APIs, and a multi-product operating stack spanning real estate data, sports data, paid intelligence, and acquisitions.
PropData's 166M+ parcel database is sourced directly from government ArcGIS systems - the same public records CoreLogic and ATTOM package behind enterprise contracts. Plans now start at $79/mo, annual access starts at $799/year, and the self-healing enrichment layer logs missing data, runs resolver workflows, and improves coverage over time. The same infrastructure now powers PropSports API and PropBetEdge's paid sports intelligence products.
Every layer of PropTechUSA.ai's infrastructure, from edge compute to canonical data store.
| Edge Compute | 290+ Cloudflare Workers · Pure microservices · Zero cold starts · 300+ global edge locations |
| Canonical Store | Supabase PostgreSQL · 15+ normalized tables · State-level partitioning · ZIP-range batching |
| Edge Cache | Cloudflare KV · 7-day TTL · Sub-50ms reads globally · Permanent self-learned data cache |
| Parcel Pipeline | Direct ArcGIS FeatureServer ingest · 40+ states · Nightly refresh · 166M+ records owned, not licensed |
| Data Sources | ArcGIS · HUD · Census ACS · FRED · FEMA NFHL · FBI UCR · Zillow ZORI · Redfin · Realtor.com · FHFA |
| AI Orchestration | Anthropic Claude · Multi-agent C-suite in production · Task routing · Tool-use scaffolding · Supervised human handoff |
| Sports Pipeline | PropSports API · 37+ endpoints · MLB/NFL/NBA/NHL · live scores, schedules, odds, Statcast, weather, prop signals · Zero sportsbook dependency |
| Payments | Stripe · Webhook provisioning · Multi-product isolation · Trial management · Metered billing |
| Uptime SLA | 99.9% · Cloudflare global redundancy · Distributed cron · Auto-failover per worker |
PropTechUSA.ai is not a static portfolio. It is a running system: API workers, queue processors, key recovery tools, enrichment logs, sports data feeds, customer paywalls, and source acquisition workflows all operating at the edge.
The flex is the architecture: real estate gaps become resolver tasks, county sources become coverage, sports feeds become product signals, and customer issues become hardened recovery paths.
PropData, PropSports API, PropBetEdge, and Local Home Buyers USA each run on the same Cloudflare + Supabase operating system: owned data, direct billing, edge APIs, and productized intelligence.
Independent property intelligence API with parcel lookup, market data, rent benchmarks, comps, geocoding, coordinate lookup, parcel geometry, and self-healing enrichment workflows.
Sports data infrastructure for builders: live scores, schedules, MLB Statcast, prop odds, weather, lineups, standings, leaders, and proprietary prop-signal workflows.
Consumer-facing MLB prop intelligence powered by owned data, Poisson modeling, slate context, and live paywall products. PropSports is the API layer; PropBetEdge is the front-end product.
Nationwide acquisitions on a novation/partnership model. PropData powers the AVM and lead scoring. Valuation engine open-sourced as an npm package - Glass Box transparency model.
No pitch deck required. The products are live: real estate data API, sports data API, MLB prop intelligence, and enterprise build-outs.
Property, parcel, rent, market, comps, coordinate lookup, parcel geometry, coverage intelligence, and self-healing enrichment workflows.
Developer API for sports apps, models, dashboards, alerts, and white-label tools across MLB, NFL, NBA, and NHL workflows.
Live MLB prop intelligence paywall with monthly access and a one-time season pass option for the full season.
Custom APIs, white-label platforms, internal dashboards, data licensing, source acquisition, AI agents, and edge infrastructure builds.
PropData now logs missing layers, ranks enrichment actions, runs resolver workflows, and uses scheduled Cloudflare cron to process coverage gaps instead of leaving dead-end API responses.
When a ZIP, parcel, comp, HPI, market, Census, or geometry layer is missing, PropData can now log the gap, classify it, create a source task, run a resolver, and preserve the resolved state once verified.
The system supports coordinate-based parcel lookup, point-in-polygon matching, parcel geometry, source-map provenance, coverage scoring, comps cache resolution, HPI backfill, and MCP access for AI assistants.
No fabricated fields. Owner, beds, baths, square footage, sale price, geometry, and comps remain blank or clearly labeled until source-verified. The goal is not fake completeness; it is honest infrastructure that improves.
Gaps become tasks.
Tasks become source acquisition.
Verified sources become coverage.
PropData does not just serve property data.
PropData improves its own coverage map.
Coverage, source-map, or endpoint response identifies a missing layer or missing field path.
Enrichment log records ZIP, layer, path, source hits, first seen, last seen, and priority.
Automated actions try HPI, comps, parcel geometry, market data, sale data, Census, rent, and neighborhood resolvers.
Approved county ArcGIS sources, caches, and registry entries write only when the evidence is real.
Scheduled enrichment runner processes active gaps so coverage keeps improving without one-off manual fixes.
Data licensing, white-label platforms, custom pipelines, AI orchestration, sports intelligence, geospatial risk layers, programmatic content engines, and executive dashboards. Direct to engineering. Scoped in 24 hours.
Direct Supabase access or bulk export to the PropData parcel database. 166M+ records. Nightly refresh. Custom field selection, state-level filtering, and white-label rights available at enterprise tier. Same public-record foundation as the incumbents - without forcing every builder into enterprise-only pricing.
Proprietary data pipelines built on Cloudflare Workers + Supabase. Real estate, sports, geospatial, phone intelligence, flood risk, crime index, business data. Any vertical. Same architecture behind 290+ services already in production.
Complete products from zero. Auth, Stripe billing, admin dashboard, API documentation, usage metering, webhook infrastructure. Real estate and sports intelligence verticals. Delivered in 8–12 weeks on proven Cloudflare edge architecture.
The PropSports API, PropBetEdge Poisson odds model, owned Statcast pipeline, and 37+ sports endpoints - available for developer access, white-label deployment, or raw data licensing. No DraftKings or FanDuel dependency in the stack.
Machine-synthesized content pipelines at 3× daily with zero editorial headcount. Claude-powered article generation, GitHub → Vercel auto-deploy, structured schema output. The same engine producing 700+ published articles at LHBUSA — deployable for any vertical.
Production AI C-suite architecture — task routing, tool-use scaffolding, cross-agent state management, supervised human handoff. Includes the Consilium multi-agent panel framework built on Cloudflare Workers and Anthropic Claude. Available for enterprise licensing.
FEMA flood zones per property, FBI crime index, property tax burden, community safety scores (A–F), 18-hazard FEMA natural risk index, opportunity zone flags, USDA rural loan eligibility. Every US property and ZIP. 12 standalone APIs or bundled into a single response.
Custom real-time CEO dashboards with 8+ API integrations — subscription analytics, parcel coverage tracking, revenue telemetry, usage metering by tier. Mobile-accessible, Cloudflare-edge delivered, no third-party BI tool dependency. Built to your exact metric set.
Featured coverage of PropTechUSA.ai's independent data infrastructure — building what the incumbents license from the same government sources.
"For investors, developers, and tech startups, it is absolutely 'Game Over' for the old way of doing business. If you can get 99% of the same intelligence for 1% of the cost, the choice is obvious."
"CoreLogic hands you a 50-page PDF and expects you to figure it out. PropData uses Claude AI to explain the data to you. The gatekeeper model dies."