Optimizing Supply Chain

Transportation & Logistics with Graph & ML Round Table

• Key challenges in complex logistics
• Increase accuracy and planning by 10%
• Actionable visualizations
• Explainable Machine Learning

Optimize Supply Chains Using Machine Learning Superpowers

• Monitor KPIs across your supply chain
• Optimize with "what-if analysis"
• Model rough-cut planning scenarios
• Enrich external data with market factors

Capacity Planning - Predictive Capability in Supply Chain

• Protection against erratic Market demand
• Develop a more responsive supply chain
• Model Capacity with Machine Learning
• Illustrate a smart communication method

Complex Manufacturing Round Table with TigerGraph

• Reveal Supply Chain Issues and Risks
• Increase Accuracy of Supply & Demand
• Unify Data for Predictive Analytics
• 'What If' for Alternative Paths

S&OP 5 Step Process + Toolkit

• Innovation and Strategy Integration
• Demand Management
• Supply Management
• Operations Alignment

Improve Supply Chain Performance Using a Native Parallel Graph

• Build a unique subgraph for each product
• Demand-supplier part-volume commitments
• Streamline response to warranty claims
• Optimize planning and forecasting

Supply Chain Planning with Graph

• Supply Chain Planning
• Supply Chain as a Graph
• Meaningful KPIs and anomaly alerts
• Optimization

Supply Chain Solutions using Kafka + ML

• Real-time analytics
• Optimize planning workflow
• Apache Kafka + Confluent
• Automation industry and Industrial IoT

Supply Chain: Transportation and Logistics

• Accuracy
• Adaptability
• Machine Learning
• Time Series & Forecasting

Supply Chain Online Seminar

• Visualize large data sets
• KPI's and anamoly alerts
• Actionable events and alternative paths
• Supply/demand and routing optimization

Supply Chain Optimization

• Rough Cut Planning
• Visualization of Full Supply Chain
• Demo: Order-to-Cash
• Demo: Supply/Demand Forecast

Janusgraph & Google: Accelerating IoT, Finserv, & Supply Chains

• Google Next Conference
• Janusgraph & BigTable
• Supply Chain Visability
• Anomaly Detection

Supply Chain Optimization with Graph & ML

• Why Graph & ML for Supply Chain?
• Predictive Analytics
• Demo: Aircraft Fleet and Routing
• Datastax Enterprise

Graph & ML for Supply Chain

• Graph & Machine Learning Algorithms
• Machine Learning Examples
• Demo: Rerouting
• Visualations of Analysis

DataStax Edition: Optimizing Logistics & Supply-Chain with Graph

• Supply Chain with Datastax Enterprise
• Graph 101
• Link Prediction
• Visualization Examples

Visualize Supply Chain Planning

• Batch Analytics
• Real-time Visualizations
• Supply Chain Planning Workflow
• Resource Utilization and Manufacturing Assets

Visualize Supply Chain Planning II

• Time Series & Real-time Data
• Risk Visibility
• Operation Components
• Executive Dashboard

Supply Chain: Inventory & Resource Management

• Resourcing
• Supply Mapping
• Routing Optimization
• Scheduling & Planning

Logistics: Provisioning & Route Optimization

• Best Optimzation
• Provisioning Planning
• Recommendation
• Shortest Path

Supply Chain: From Order to Fulfillment

• Order Optimizations
• Cost / Options
• Planning & Optimization
• Scheduling

Supply Chain: Routing Optimization

• Best Optimzation
• Provisioning Planning
• Recommendation
• Shortest Path

Reinforcement Learning in Supply Chain Logistics: Bush Pilots at Scale

Reinforcement Learning: Bush Pilots in the Outback

Node Classification by Graph Convolutional Network

What Machine Learning Can Learn from Graph

Optimizing A Multi-National Supply Chain