Fleet & Twin Setup
Onboard fleets, modes (road/sea/air/rail), regions, and data sources; configure SLAs, policies, and optimization goals.
Selected work / Logistics
LogiTwin
Connect the moving parts of logistics.
A digital-twin concept for routing, estimated arrival times, and operational planning across road, sea, air, and rail.
Discuss your projectLOGITWIN / CONNECTED OPERATIONS
LogiTwin
Capabilities
Multimodal Routing (RL)
RL-driven VRP with time windows & constraints (drivers, docks, tides, flight slots) for lowest cost-to-serve plans.
ETA Prediction
ML ETAs using traffic, weather, port dwell, and handoff risk; per-leg and end-to-end confidence bands.
Port & Yard Vision (YOLO)
Detect ships, trucks, containers, cranes; generate congestion indices and dwell heatmaps from aerial/satellite feeds.
Container & Yard Occupancy
Real-time slot utilization, stack counts, and berth readiness for smarter gate/yard scheduling.
RUL & Predictive Maintenance
Sequence models on RPM, temps, vibrations, and fault codes to predict remaining useful life and avoid breakdowns.
More capabilities + 12
Sensor & Telemetry Anomalies
Autoencoders & Isolation Forest to flag drift, spoofing, or failing sensors; route incidents to maintenance.
Driver Behavior Scoring
Identify harsh events, idling, speeding; coach to reduce fuel burn and incidents—feed back into routing costs.
CO₂ & Cost-to-Serve
Lane-level emissions & all-in cost models; optimize plans under carbon or budget constraints.
Packing & Stowage Optimizer
Weight/CoG/sequence-aware loading plans for containers & trailers using ILP + learned heuristics.
Twin Simulation & What-If
Fast surrogate simulators + Bayesian filters to test disruptions (weather, strikes) before they hit operations.
Ops Copilot (LLM + RAG)
Ask the twin in natural language: “why late?”, “best plan if Port A closes?”, “CO₂ if we divert via B?”—with citations.
RESTful API & SDK
Use Python/JS SDKs or call REST to embed routing, ETA, and alerts into TMS/WMS, OMS, or your internal dashboards.
Economic & Disruption Engine
Simulate weather, strikes, capacity shocks, and port delays; auto-generate resilient playbooks.
Batch Network Analysis
Score thousands of lanes and assets per job with SLA-backed outputs for planning cycles.
Cloud & On-Prem Ready
Deploy securely in your VPC or use our managed cloud with Docker/Kubernetes support.
Live Operational Views
Interactive maps, ETAs, congestion tiles, and incident feeds for dispatch, control towers, and port ops.
24/7 Support
Assistance with deployment, model tuning, integrations, and custom features—around the clock.
GATAI
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