Avathon Autonomy
for Logistics Planning
The Avathon Autonomy Platform leverages the power of AI to create globally optimal fleet schedules and real-time routing plans to maximize profitability and utilization of bulk shipping assets and commodities including maritime liquid bulk, rail tank cars, tanker trucks, and storage terminals.
Operating Plan
AI-driven planning for your assets and multi-modal fleet
- Map assets, schedules, constraints, risks, and dependencies
- Diagnose performance variations and uncover root causes
- Provide contextual insights to guide decisions
- Optimize inventory, load/unload, and scheduling in real time
Logistics Planning
- Integrates diverse enterprise system data sources for cargo, shipments, assets, weather, risks, constraints, and business rules across logistics operations
- Automates planning and optimization of fleet schedules and asset utilization as the planning system of record
- Develops rapid “what if” scenarios to evaluate trade-offs and risk-based resilience strategies. The preferred scenario can be seamlessly reviewed and approved – and even automated – for promotion to plan of record
- Incorporates historic performance and real-time conditions to enable proactive diagnostics and prescription to autonomously manage exceptions and disruptions
- Drives dynamic optimization with reinforcement learning instead of traditional static operations research techniques
Avathon dynamically evaluates critical factors across capacity, availability, compliance, and scheduling. Logistics Planning also accounts for fuel and maintenance costs, along with external risks such as weather, labor disruptions, and trade volatility.
Autonomy at Work
Dashboard – get real-time, intelligent snapshot of your operations
Plan
- Optimize fleet, berth-to-berth, and end-to-end schedules
- Plan costs and resources across fleets and terminals
- Mitigate risks with AI insights
- Perform inventory-driven load/unload optimization in real time
Predict
- Forecast ETA and performance with weather and maritime risk factors
- Anticipate events and demand volatility for probabilistic planning
- Apply risk-based voyage scoring
- Get AI-powered route advisory for safer, more efficient journeys
Diagnose
- Diagnose and explain events, delays, and performance variances
- Identify bottlenecks across mobile assets, rail, and ports
- Visualize insights in configurable dashboards
- Enable deeper, advanced analysis with AI-driven context
Prescribe
- Recommend explainable, AI-driven actions
- Perform root cause analysis with contextual insights
- Run scenario planning and response simulations
- Apply risk scoring and prioritization
- Calculate dynamic routes in real time
Featured Logistics Planning Client
Avathon’s Autonomy Platform transformed operations with dynamic fleet load and route optimization, reducing cost overruns while improving agility. The solution continuously detects anomalies by analyzing news, weather, traffic, and other structured data sources. Built on proprietary knowledge graph technology, it uncovers downstream impacts and applies predictive models to quantify and maximize business value.
