Transportation

• Mobile applications for passengers (contactless ticketing systems development, real-time monitoring of transport arrival at stops).
• Network planning for new types of services (municipal bike-sharing, scooter-sharing, etc)
• Dispatch planning for repair teams
• Solutions for quick vehicle inspections before deployment on routes

Contactless Ticketing systems development

• Card-Based Systems (NFS-enabled cards, RFID tags)
• Mobile-Based Systems (QR code, NFC-enabled smartphones, or digital wallets)
• Account-Based Ticketing
• Integration with the transport infrastructure
• Data security

Municipal Transport Network Planning

• Data-Driven Decision Making
• Multi-Modal Integration
• Accessibility Optimization
• Sustainability
• Simulation and Scenario Testing

Path Planning for Municipal Transport Repair Teams

• Route Optimization
• Priority-Based Scheduling
• Predictive Analytics
• Real-Time Decision Making

Computer Vision-Based Quick Security Check of Municipal Transport

• Anomaly Detection
• Condition Monitoring
• Automation and Real-Time Processing

Contactless Ticketing systems development

• Near-Field Communication (NFC)
• Bluetooth Low Energy (BLE)

Municipal Transport Network Planning

• GTFS
• GBFS

Path Planning for Municipal Transport Repair Teams

• GTFS-RT
• NMEA

Computer Vision-Based Quick Security Check of Municipal Transport

• gRPC
• ONNX Runtime Protocols

Contactless Ticketing systems development

• User Data
• Card or Token Data
• Transaction Data
• Location Data

Municipal Transport Network Planning/ Path Planning for Municipal Transport Repair Teams

• Geospatial
• Demographic
• Traffic Data
• Environmental Data
• Operational Data

Computer Vision-Based Quick Security Check of Municipal Transport

• Visual Data
• Sensor Data
• Metadata

Contactless Ticketing systems development

• Libnfc
• Android NFC APIs
• ZXing (Zebra Crossing)
• OpenCV

Municipal Transport Network Planning/ Path Planning for Municipal Transport Repair Teams

• ArcGIS
• QGIS
• OSRM (Open Source Routing Machine)
• pgRouting
• SUMO (Simulation of Urban Mobility)

Computer Vision-Based Quick Security Check of Municipal Transport

• OpenCV
• TensorFlow/Keras
• PyTorch
• YOLO (You Only Look Once)

• Asset tracking solutions
• Predictive maintenance solutions
• Navigational solutions with real-time root recalculation, based on the specific factors
• Driver assistance applications

• POI database creation: data collection and validation
• POI-based navigation and route optimization
• Indoor POI (and Area Of Interest) database creation (for malls, airports, expo centers, etc)
• Delivery routing and POI-based service optimization
• POI data integration into urban transportation systems

• Remote and field data collection (up to 80% can be collected remotely)
• Call centers creation and automated solutions development for POI data validation
• Ground truth teams creation for data collection and validation services around the world
• Advanced geospatial analytics for zoning space of further interaction with POIs
• Software solutions development based on custom POI databases

• Geospatial
• Attribute
• Temporal
• Real-time
• User-interaction

• ArcGIS
• QGIS
• GeoPandas
• Leaflet.gs
• OSRM
• GraphHopper
• Kepler.gl
• Plotly

• Transportation scenario modeling based on the infrastructure databases (ports, warehouses, transport types), available for the client
• Transit-related border and customs requirements updates control in predefined countries
• Real-time solutions for waiting time estimation (for border control, port entering, etc)
• Operational scenarios modeling, proposed alternative path in case of drastic changes on the way (strikes, natural disasters, etc)
• Integration with big transportation analytics platforms

• Agent-based modeling (ABM) – simulation of traveler and freight behaviors.
• “What-if” scenario evaluation (disruptions, policy changes, or infrastructure developments).
• Discrete-event simulation (DES) and traffic microsimulation – modeling and granular control inside of transportation nodes (e.g., ports, stations).
• Multi-Criteria Decision Analysis (MCDA)

• Transportation network
• Costs
• Operational
• Restrictions and policies

Simulation and Modeling

• MATSim
• AnyLogic
• PTV Visum/ Vissim

Geospatial and Network Analysis

• NetworkX
• Geopandas
• OSMNX
• Optimization Libraries
• PuLP
• Gurobi

• Oracle Global Trade Management Cloud
• SAP GTS
• PartnerLinQ
• Zonos
• Descartes Datamyne
• SAP TM
• MercuryGate
• Descartes Aljex
• Shipsy
• GoComet

• Precise location tracking and navigation solutions in transportation hubs
• Geofencing functionality
• Solutions for inspection tasks automation within transportation facilities

Indoor Navigation

• Wi-Fi Fingerprinting:
• Bluetooth Low Energy (BLE) Beacons
• Ultra-Wideband
• Simultaneous Localization and Mapping (SLAM)
• Augmented Reality (AR) Navigation

Indoor Inspection

• Computer Vision-Based Systems
• Communication with IoT Sensors

• Positional Data
• Map Data
• Sensor Data
• Inspection-related Data
• User Data

Indoor Navigation Libraries

• IndoorAtlas
• Mapbox Indoor SDK
• HERE Indoor Positioning

Mapping and Geospatial Libraries

• Leaflet
• CesiumJS
• OpenLayers

Vehicle Telematics Integration

• Integration of onboard diagnostics (OBD-II) and CAN bus data into centralized fleet management systems
• Connecting GPS and accelerometer sensors for location tracking and behavior analysis.
• Integration with Electronic Logging Devices (ELDs) for regulatory compliance.
• Data aggregation from telematics control units (TCUs) into cloud-based systems for analysis.

Autonomous Vehicle Hardware Integration

• Integrating LIDAR, radar, and camera systems for perception and obstacle detection.
• Connecting GPS and IMU (Inertial Measurement Units) for precise localization.
• Testing and calibration of sensor arrays for accurate data capture.