Pittsburgh's Missing Infrastructure Layer
The platform that converts private investment signals into actionable blight co-investment — before the window closes.
The Problem We Solve
The gap is measurable
Pittsburgh had $4.1B in investment signals (2024–2026).
The city deployed $9.95M.
That's a 0.27% co-investment rate — when three independent benchmarks (Cuyahoga Land Bank empirical data, a bottom-up PLB capital needs analysis, and federal program standards) all converge on 5% as the right threshold. The documented gap is $175M over the 2024–2026 period. See full derivation →
Based on 4.5× median modeled ROI multiplier; Tri-COG $5,145/structure adjacent value benchmark · See methodology for assumptions
Three-benchmark convergence on 5%
Cuyahoga Land Bank empirical (5.6–7.5%) · Pittsburgh bottom-up needs analysis (5.1%) · Federal program floor (HUD/PHFA at 10–50%, making 5% a documented minimum). Three independent methods arrive at the same threshold. Full derivation →
Active Investment Corridors
| Corridor | Signal | Rec. | Tier |
|---|---|---|---|
| Manchester / Chateau / Esplanade | $740M | $37.0M | Critical |
| Downtown / Hill District | $600M | $30.0M | Critical |
| Strip District / Penn Ave | $122M | $6.1M | High |
| Hazelwood Green / Hazelwood | $209M | $10.5M | High |
| UPMC / Uptown Innovation District | $1,500M | $75.0M | Critical |
| N. Pittsburgh / Avenues of Hope | $65M | $3.25M | High |
| East Liberty / Larimer | $95M | $4.75M | Critical |
| Total (7 corridors) | $3,331M | $166.6M |
5% co-investment rate applied to active private signals (2024–2026) · Full report → blightintel.com/report
How It Works
From signal to action
The platform closes the loop between private market activity and public co-investment in three automated steps.
Signal Detection
Every $1M+ private investment permit fires a platform alert identifying adjacent blighted parcels within 500m. Manchester, the Hill District, and Uptown are active now.
Intelligence Layer
The platform scores, ranks, and packages each opportunity — blight tier, ROI score, capital stack analysis, and recommended action mix (demo, stabilize, acquire, or remediate).
Action
City planners, Land Banks, and CDCs receive a prioritized acquisition queue. Execute before land values appreciate and the community development window closes.
Platform Features
Everything you need to act
Eight integrated tools built for Pittsburgh's reinvestment professionals.
Live Blight Map
45K parcels across 90 Pittsburgh neighborhoods. 12 data sources fused into a single hover-ready intelligence layer.
ROI Rankings
Every parcel ranked by intervention ROI. Filter by neighborhood, tier, or budget. CSV export on Pro.
Market Intelligence
Co-investment corridor analysis ranked by signal strength. See where the private market is moving before it prices you out.
Impact Scenario Planner
Model $50K–$10M budgets across four optimization objectives: ROI, parcel count, TIF amplification, or equity impact.
Deal Intelligence Brief
One-click professional investment memo. Capital stack, recommended interventions, and But-For narrative ready to submit.
Neighborhood Comparison
Side-by-side 8-dimension analysis of any two Pittsburgh neighborhoods. Export for grant applications.
Change Alerts
Real-time watchlist monitoring. Get notified when parcels on your list receive condemnations, code violations, or tier shifts.
Grant Calendar
Never miss a PHFA, DCED, or CDBG deadline. Curated grant opportunities matched to your organization profile.
Co-investment near a TIF doesn't just clear blight — it grows the TIF revenue
When blighted properties adjacent to a TIF corridor are remediated and returned to productive use, they come back onto tax rolls inside the TIF boundary. The increase in assessed value becomes additional captured increment — growing the TIF district's financing capacity.
The platform computes estimated annual TIF amplification for every active corridor, so your co-investment case speaks the language of TIF boards, bond underwriters, and public finance offices.
A $37M co-investment in Manchester/Chateau generates an estimated $333,000/year in additional TIF-captured increment, supporting $4.15M in additional 20-year TIF bond capacity — a self-financing loop that didn't exist before remediation.
| Corridor | Est. TIF Amp./yr |
|---|---|
| Manchester / Chateau | $333K |
| Hill District / Downtown | $270K |
| Hazelwood Green | $189K |
| Strip District | $110K |
| UPMC / Uptown | $558K |
| N. Pittsburgh / Avenues | $58K |
| East Liberty / Larimer | $85K |
| Total (7 corridors) | $1.60M/yr |
Evidence Base
Grounded in research
Every model parameter traces to a named source — empirical data, independent research, or a documented platform methodology. See the full methodology for assumptions and limitations.
Pittsburgh Land Bank Capital Needs Analysis
Platform projection, calibrated Jan 2026
Bottom-up analysis of 189 Tier 1 parcels × median remediation cost arrives at $34.8M/year — converging with the platform's 5% parity rate from a completely independent direction.
Tri-COG Land Bank
Ongoing
Documents $5,145 in adjacent property value restored per remediated structure — the foundation of the platform's ROI model.
Cuyahoga Land Bank (Cleveland)
Precedent
Proof that a funded, data-driven land bank with comparable blight inventory can systematically address and stabilize a legacy city housing market.
Center for Community Progress
National framework, platform-applied
CCP's national vacancy cost framework, applied to Pittsburgh's ~5,400-unit vacant inventory, yields an estimated $19.3M/year in fiscal costs — the documented baseline for why inaction is not free.
Designed for practitioners
Representative use cases based on platform capabilities and professional workflows. Real user feedback will be published after early access launch.
Identifying acquisition targets in Larimer in under 20 minutes — instead of a week of manual WPRDC research.
The grant calendar and But-For narrative generator could eliminate 15+ hours from a typical PHFA application cycle.
A tool that speaks both the language of data and the language of neighborhood reinvestment.
Who It's For
Built for Pittsburgh's reinvestment ecosystem
Real Estate Developer
ROI rankings, one-click deal briefs, and capital stack analysis. Know which parcels are worth pursuing before your competitors do.
- ROI parcel rankings
- Deal intelligence briefs
- Capital stack modeling
- CSV data export
City Planner / URA
Budget optimizer, PGH2050 alignment scoring, and annual co-investment strategy planner. Bring data to every budget conversation.
- Impact scenario planner
- PGH2050 alignment map
- Annual strategy planner
- Policy reporting
CDC / Nonprofit
Grant automation, co-investment builder, and neighborhood comparison briefs. Spend less time on research, more time on community.
- Grant calendar + alerts
- But-For narrative tool
- Neighborhood briefs
- Stakeholder reports
City Partner / CDFI
Market intelligence dashboard, impact tracking, and full-team access. The intelligence layer that makes your portfolio smarter.
- Org-wide team access
- Market intelligence
- Impact dashboard
- API access
Pricing
Start free. Scale when you're ready.
Community access is free for qualifying city and nonprofit partners. See full pricing →
Community
Full Pro access for city staff, CDCs, and community organizations.
- Full Pro feature access
- Blight map (45K parcels)
- ROI rankings & scoring
- Grant calendar
- Neighborhood comparison
- Change alerts
- Deal intelligence briefs
- Org must qualify
Pro
For individual developers and investors who need the full intelligence stack.
- Everything in Community
- 200 ROI results per query
- CSV & JSON export
- Impact Scenario Planner
- Capital stack analysis
- Market intelligence reports
- Priority data refresh
- Email support
City Partner
Org-wide access, white-label reporting, and dedicated onboarding for municipalities and CDFIs.
- Everything in Pro
- Unlimited team seats
- Market intelligence suite
- Impact tracking dashboard
- API access (10K req/day)
- White-label PDF exports
- Dedicated onboarding
- SLA + priority support
The opportunity window is still open.
The Esplanade breaks ground. The Hill District waits. The UPMC Innovation District absorbs the surrounding neighborhoods quietly, parcel by parcel.
The platform is ready.