Analytical Ecosystem

From Ground Truth to Policy Defense

We move beyond raw data. Our integrated framework transforms static inventory into defensible strategies, giving you the evidence needed to secure funding and justify infrastructure investments.


#1. The Data Engine (Inventory & Utilization)

Outdated public data risks your project’s credibility. We provide a validated, project-ready baseline so your team can skip the manual spot-checking and focus on strategy.

  • 11,500+ Site Database: Comprehensive coverage of truck stops, rest areas, and undesignated zones.
  • Live Utilization Scores: Converts driver reports and timestamped availability into a usable metric (e.g., 0.8 Utilization Score) for planning models.

#2. Demand Intelligence & Risk Mapping

Don’t just show traffic volume. Prove the deficit. Our models visualize “Hidden Demand” and “Safety Hazards” to build a winning case for federal infrastructure grants.

  • Illegal Parking Risk Maps: Visualizing unmet demand and safety hazards to prioritize enforcement or capacity expansion.
  • Context-Driven Design: We analyze dwell times to differentiate between Staging Needs (short-term) and Overnight Needs (long-term), ensuring capital efficiency.
  • Cluster Analysis: Classifies facilities into operational clusters using advanced ML models for precise availability prediction.

#3. Passive Stakeholder Intelligence

Surveys are slow and costly. We synthesize diverse trucking perspectives from safety to equity to validate the “Why” without the administrative burden of traditional surveys.

  • Equity & Safety Narratives: Defend policy decisions with authentic, human-centric evidence (e.g., Women Driver Safety, Undesignated Parking Risks).
  • Operational Reality Check: Bypasses bias to uncover the real operational pain points of drivers and fleets.

48 State Reports

State-level truck parking reports summarizing corridor conditions, capacity gaps, operational context, and location-specific evidence relevant to planning, funding, and infrastructure investment decisions. Each button below represents a specific state report—click on a state to view its details in a new tab.

AL AZ AR CA
CO CT DE FL
GA ID IL IN
IA KS KY LA
ME MD MA MI
MN MS MO MT
NE NV NH NJ
NM NY NC ND
OH OK OR PA
RI SC SD TN
TX UT VT VA
WA WV WI WY

How We Collaborate

For Consulting Firms & Public Agencies

Elevate Freight Plans & Strategic Initiatives with “defensible” data and predictive modeling.

Co-Creation Opportunities (Joint IP)

  • Parking Intelligence Dashboard
  • Commercial EV Infrastructure
  • Advanced Site Selection

Authored, reviewed, and approved by Troy Choi, Ph.D., P.E.