LIVE PLATFORM — HOUSTON, TX

804 daily train movements across 1,990 crossings. Your drivers are guessing which ones are blocked.

MARC-MK predicts rail crossing blockages 30 minutes before they occur, letting your dispatch reroute before drivers leave the yard. No more driver detention. No more demurrage.

Drayage MetricsLive
Daily Train Movements804
At-Grade Crossings1,990
Peak Activity Window6–10 AM
Highest Risk CrossingJennifer Lane
Trains at Jennifer Lane84/day
Avg Response Delay (Rail)+3.8min
Corridors Tracked25
Service-Disabled Veteran-Owned (SDVOSB)
1,990 Crossings Mapped
804 Daily Train Movements
58 Blockage Reports (311)
The Problem

Houston's rail network is a $2.4 billion bottleneck — and nobody's predicting it.

Port Houston moves 95 million tons of cargo annually. Your drivers are sitting at blocked rail crossings. That costs money. Lots of it.

Drayage truck waiting at blocked Houston rail crossing with gate down
6–10 AM
Peak blockage window

Your morning dispatch hits peak blockage blind.

Jennifer Lane sees 84 trains per day. Trentham Place: 70. Neither has gates. Between 6 AM and 10 AM, your 7 AM dispatch hits the exact moment when Union Pacific and BNSF are stacking cars. Your drivers are guessing which crossings are blocked.

Driver detention runs $50–75/hour. A 10-minute delay per truck = $8–12 per driver, per trip. Multiply that by your fleet size and dispatch frequency. One rerouted container before departure saves $150–350 in demurrage and detention charges.

Congested container yard with stacked chassis at Port Houston
$150–350
Demurrage per container per day

One blocked crossing cascades into thousands in losses.

A missed terminal appointment means rebooking fees. Late arrival at the rail ramp = demurrage: $150–350 per container, per day. Driver detention on a blocked crossing = $50–75 per hour. A single crossing blockage during peak hours cascades through your entire dispatch schedule.

If one blockage hits your 7 AM dispatch, you lose 5–10 containers worth of throughput that day. Port Houston is the #1 US port for foreign tonnage. Every container delayed is a slot you lose.

1,990
At-grade crossings. 804 daily train movements. 25 active corridors. Every one mapped and predicted.
What You Get

Predictive blockage intelligence for every crossing on your routes.

Dispatch driver with clear road and predictive route overlay
30 min
Advance warning
84/day
Jennifer Lane trains
$150–350
Demurrage/container/day
80%
Delays avoided w/ shift
MARINE DRAYAGE & PORT LOGISTICS
Know which crossings are blocked before your drivers leave the yard.

Real-time predictions for all 1,990 crossings. Check the crossing intelligence at 6:15 AM. If Jennifer Lane is blocked until 7:45 AM, hold departure by 15 minutes. Problem solved before the detention clock starts. Alternate routes mapped for every vulnerable crossing with expected time delta.

  • 30-minute advance warnings before blockages occur
  • Alternate routes for high-risk crossings (Jennifer Lane, Trentham Place, Market Street)
  • Real-time alerts delivered to dispatch system via API or dashboard
  • Peak window intelligence: Know when to schedule heavy dispatch (6–10 AM is blocked; shift to 5:30 AM or after 10:30 AM)
Real-World Impact

Jennifer Lane Crossing: Where predictions save thousands.

Jennifer Lane rail crossing at golden hour — Houston's highest-risk crossing
84 trains/day
No automatic gates

Jennifer Lane: The single most costly crossing in Houston.

84 trains per day. No automatic gates. Peak stacking: 6–10 AM. When Union Pacific and BNSF simultaneously schedule cars, this crossing is blocked 2–4 times per hour during peak window.

Cost of blockage: A single 15-minute detention for one truck = $12–18 in driver detention. Multiply by 5–10 trucks per blockage event, 2–4 times per hour, 6 hours per day = $720–$1,440 in lost productivity per day, per fleet. Terminal demurrage if containers miss the ramp = $150–350 per container.

With 30-minute advance warnings, dispatch shifts the 7 AM departure to 5:30 AM. Bypass the peak entirely. Jennifer Lane is clear. Containers arrive on time. Demurrage avoided. One shifted dispatch per week at Jennifer Lane = $1,000–$2,000 in savings.

How It Works

From raw data to predictive intelligence in four layers.

Layer 01
Data ingestion — multiple sources converging

Rail Network Ingestion

FRA crossing data, train schedules, 311 blockage reports, and real-time weather fused into one layer.

Layer 02
Neural network predictive modeling

Predictive Modeling

MARC-MK correlates train schedules, blockage patterns, and weather to predict blockage windows 30 minutes ahead.

Layer 03
Houston geospatial route intelligence

Route Intelligence

Your dispatch routes mapped against all 25 active corridors. Alternate routes scored for every vulnerable crossing.

Layer 04
Operational alert dashboard

Dispatch Alerts

Real-time blockage predictions, alternate routes, and time delta delivered to your dispatch system.

Data Proof

Built on production rail crossing data verified by FRA.

1,990
crossings
At-grade rails mapped
25
corridors
Active rail lines tracked
804
movements
Daily train movements
58
reports
Blockage reports (311)
10
stations
Impacted by rail delays
Why Satori Defense

Built by operators, not consultants.

Navy Veteran Leadership

Founded by Robert Moeller, a Navy veteran with deep experience in federal procurement, AI/ML development, and operational intelligence. SDVOSB certified.

U.S. NavySDVOSBCEO & Founder

Production Data — Not a Prototype

The platform processes live FRA crossing data and rail network intelligence. Every prediction comes from verified crossing and train movement data across 25 active corridors.

Live DataFRA VerifiedProduction

Defense-Grade AI Platform

MARC-MK powers Satori Defense's federal programs including tactical training analytics for U.S. Customs and Border Protection. Rail crossing prediction is a natural extension.

MARC-MK AIFederal ProgramsCBP
Map Your Routes

We'll overlay your dispatch routes on our rail corridor map. 15 minutes. See every crossing your drivers hit.

Your operations aren't generic. You might run 7 primary routes through Port Houston, each hitting a different set of rail crossings. We'll load your routes into the live platform and show you blockage history, peak windows, and alternate route intelligence for every single crossing you use.

  • Your specific dispatch routes mapped to all 1,990 crossings
  • Blockage history and peak activity windows for your routes
  • Alternate route recommendations with time delta
  • 15 minutes — no slides, no pitch, just data
  • Direct conversation with CEO Robert Moeller
Map Your Routes

We respond within 24 hours with a personalized demo showing your crossing intelligence.

Request Demo →