Curb Intelligence

Data-driven curb management for cities.

Transform parking operations data into actionable intelligence for city planners. Occupancy heatmaps, demand forecasting, enforcement analytics, and revenue optimization recommendations.

For city planners

  • Real-time curb occupancy by block
  • Demand heatmaps by time of day
  • Enforcement pattern analysis
  • Dynamic pricing recommendations (SFpark model)

Market context

  • $3.1B curb management market (2026), growing 18.6% CAGR
  • Competitors: Coord (Alphabet), Automotus, Lacuna, ParkMobile 360
  • Polarity's edge: property-level data integrated with enforcement + towing
$50K-200K/yr per city

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Status

No PPAPP ticket. B2G play. Curb management market $3.1B growing to $17.3B by 2036. Competitors: Coord (Alphabet), Automotus ($26M funded), Lacuna ($33.5M). Polarity's angle: lightweight, property-integrated data vs heavy infrastructure.

City Dashboard

City of Denton transportation department overview.

2,400
managed curb spaces
142
properties connected
78%
avg occupancy
$1.2M
annual parking revenue
<60% 60-85% >85%

Occupancy Heatmap

Downtown Denton - occupancy by time of day.

8 AM 5 PM (peak) 11 PM
Block Occupancy at 5 PM
Block 200 S Elm 92%
Block 100 W Hickory 88%
Block 300 N Locust 74%
Block 500 W Oak 52%
85% rule: Blocks above 85% occupancy are underpriced - drivers circle, causing congestion and emissions.

Demand Forecasting

Predict next week's demand by block.

94% forecast accuracy (last 4 weeks)
Block 200 S Elm - Predicted vs Actual
Week 1Week 2Week 3Next wk
Predicted Actual
Recommendation
Block 200 S Elm: raise rate $0.50/hr to reduce peak from 92% to 82%.

Enforcement Analytics

Occurrence patterns and collection rates.

48
occurrences this month
3
hotspot blocks
By Type
Overstay
36
Unregistered
8
Other
4
Recommendation
Add 15-min grace period signage on Block 100 to reduce occurrences 30%.

Revenue Optimization

Current vs optimized pricing comparison.

Block 200 S Elm
Current
$2.00/hr
92% occupancy
Recommended
$2.50/hr
82% projected
Block revenue impact +$12K/yr
Portfolio Impact
+$180K
additional annual revenue across all managed spaces if recommendations adopted
$1.2M current $1.38M optimized