Case Studies

Predictive Mobility • Safety • Congestion • Emissions

Building a Deep-Learning Transportation Communication Network

LinqThingz fuses multi-sensor rail intelligence with real-time, predictive messaging to protect lives, clear congestion, and cut emissions. We deliver action-ready signals across mobile, dispatch, and roadside signs so agencies and the public can act before the gates come down.

Our Category: Predictive Mobility

We design for safety first, speed second, and trust always—upgrading crossings from reactive beacons to learning corridors that keep communities moving.

Featured Deployments

Explore our predictive mobility deployments across Wisconsin and Illinois.

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City of Wisconsin Rapids, WI

Defuse "congestion frustration." Lower tempers, raise safety.
North-central WI freight corridor with yard and short line to regional paper/lumber/industry. Survey: 94% reported risky driving tied to delay frustration. Deployment: 12 sensors + 6 variable message signs.
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City of Fond du Lac, WI

Cut through the divide. Regain 8 lost minutes and save lives.
~35 trains/day bisect the city; average 8 minutes of delay for ~20% of the day—impeding response and isolating neighborhoods.
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City of Racine, WI

From industrial past to smart future. Modernize crossings, protect responders.
Historic industrial city transitioning from outdated rail crossing solutions to predictive mobility technology.
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City of Kenosha, WI

7 million vehicles. Millions in hidden costs. Time to predict, not react.
60th Street alone sees 7M vehicles/year with $200K excess fuel costs and 487 tons of carbon emissions from rail delays.
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Waukesha County, WI

188 million crossings per year. County-wide intelligence for exponential impact.
$6M in excess fuel costs, 13,222 tons of carbon, and $99M in resident/supply chain costs annually. 21 crossings account for 50% of the problem.
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City of Elgin, IL

Big city, many crossings. Clarity for crews and commuters.
Multiple crossings, METRA stop, and METRA yard create outsized impacts on flow and emergency operations.
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Coming Soon

Additional case studies currently in development.

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CPKC–METRA Milwaukee Corridor

Protect 100,000 neighbors. Keep responders moving. Beat the gate—don't gamble the seconds.
37-mile corridor (Bensenville → Hampshire, IL); world's largest predictive mobility corridor serving 54 emergency agencies, 12 municipalities, 3 counties. Dozens of concurrent commuter & freight trains, 2 freight stations, 8 commuter stops, 1 commuter station; ~70 trains/day.
Coming Soon
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City of Milwaukee, WI

Downtown protected. Response accelerated. Own the moments when seconds decide outcomes.
Largest city in Wisconsin: multiple commuter & freight lines, Amtrak station, major freight yard. Focus on downtown; spans Milwaukee, Wauwatosa, West Allis, and Oak Creek.
Coming Soon
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City of Janesville, WI

Tame yard complexity. Keep ambulances and commerce in motion.
Coverage across freight lines; three freight yards including a major yard near the city core.
Coming Soon
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Town of Medina, WI

Stop collisions before they start. Warn early—protect families and farms.
Rural hub with unmaintained crossings and frequent collisions. Predictive warnings protect today and prepare for future high-speed rail linking Madison/Watertown to Amtrak.
Coming Soon
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Village of Salem Lakes, WI

Unblock daily life. 35 trains/day shouldn't hijack your day—or your rescue.
Multiple crossings cause frequent delays for citizens and emergency responders alike.
Coming Soon
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Village of Bensenville, IL

Next to a major yard—minutes matter. Cross York fast and safe.
Edge of a high-volume freight yard; York crossing creates persistent risk and delay for road traffic and responders.
Coming Soon
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Village of Wood Dale, IL

Parked trains, parked lives. Predict and route around long gate-downs.
Heavy volumes on Irving Park & Wood Dale Road; extended gate-downs from commuter trains at the METRA station.
Coming Soon
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Village of Itasca, IL

Home-field safety. Make every crossing predictable for families and first responders.
Corridor community with significant commuter activity and event-driven peaks.
Coming Soon
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Village of Roselle, IL

Less waiting, more living. Confidence at the crossing.
Frequent gate activity affecting downtown flow and response.
Coming Soon
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Village of Medinah / Medinah Park, IL

See it coming. Protect school runs, commutes, and critical care routes.
METRA-adjacent community with recurrent peak-hour gate activity.
Coming Soon
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Village of Bartlett, IL

Station-side, station-ready. Double tracks ≠ double trouble.
Fire station near crossing faces frequent delays; double tracks increase queue and safety risks.
Coming Soon
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Village of Schaumburg, IL

Keep commerce flowing. Freight & commuter pulses—without gridlock.
Through-traffic from nearby METRA activity and freight flows frequently blocks arterials.
Coming Soon
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Village of Hanover Park, IL

Predict the pinch points. Protect response and daily life.
Corridor municipality with significant commuter operations affecting peak-hour mobility.
Coming Soon
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Cook County, IL

County-scale protection. Coordinate response across borders—instantly.
Multi-jurisdictional integration to unify alerts, routing, and corridor awareness for agencies and the public.
Coming Soon
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DuPage County, IL

Fewer surprises, faster response. County corridors that think ahead.
Expansion of predictive mobility across high-impact corridors to reduce congestion and improve safety outcomes.
Coming Soon
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Illinois DOT

Statewide signal intelligence. From crossings to corridors to climate impact.
Standardizing predictive rail communications to accelerate response and reduce idle-time emissions at scale.
Coming Soon

Ready to Modernize Your Rail Crossings?

Join forward-thinking communities implementing Predictive Mobility technology today.

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