AI for transportation
Moving people and freight with smarter decisions
JayTech is a studio applying machine learning and optimization to the hard problems of roads, rail and logistics.
Explore our workTalk to usThe challenge
Transport networks are running out of slack
Demand keeps growing while capacity is slow and expensive to add. Better decisions are often the fastest way to get more from what already exists.
Congestion
Peak demand overwhelms fixed plans.
Delay
One disruption cascades through the network.
Safety
Risks are spotted after the fact, not before.
Utilization
Vehicles, crews and yards sit underused.
Focus areas
Where we apply AI
Six areas, one goal: decisions that work in the real system, not just in the model.
Traffic Forecasting & Signal Control
Network-wide demand prediction and adaptive signal plans that respond as conditions change.
Rail & Transit Optimization
Timetabling, rolling stock and crew planning, solved with optimization and learning together.
Logistics & Fleet Routing
Yard, terminal and fleet decisions coordinated across the whole freight chain.
Computer Vision for Road Safety
Detecting vehicles, signs and incidents from roadside and on-board cameras.
Autonomous Driving
Perception, prediction and simulation tooling for automated vehicles.
LLM Agents for Operations
Assistants that help dispatchers read disruptions and evaluate recovery options.
How we work
From raw data to running systems
Data
Audit and fuse sensor, schedule and operations data.
Modeling
Build predictive models grounded in the domain.
Optimization
Turn predictions into feasible, explainable plans.
Deployment
Integrate with operators and keep improving.
Featured work
Selected projects
Team
Researchers and engineers
A small team working across transportation engineering, operations research and machine learning.
Alex Chen
Founder & Lead ScientistOptimization and rail operations.
Maya Patel
Head of Machine LearningForecasting and computer vision.
Leo Novak
Lead EngineerData platforms and deployment.
Let’s talk
Have a transport problem worth solving?
Tell us about your network, your data and what you want to improve.
Get in touch