Automate
❯
Optimize System
❯Knowledge representation and Knowledge Graphs
Inventory Management & Forecasting - Capacity Planning
For:
Inventory planners.
Scope:
Meeting increased demand for timely spare part delivery at a luxury car manufacturer using Machine Learning to identify service patterns.
Goal:
Improved Customer Experience, Improve Operation Efficiency, Reduce costs
Supply Chain Optimization
For:
Supply chain managers
Goal:
Improve Operation Efficiency, Reduce costs
Large Companies
Knowledge representation and Knowledge Graphs
For:
Inventory planners.
Scope:
Using Knowledge Graphs to hamonize data models for warehouse and production sites across 5 continents.
Goal:
Improve Operation Efficiency
Other
Computer Vision - Image Segmentation
For:
Farmers
Scope:
Using image processing to implement a livestock monitoring application.
Goal:
Improved Operation
Large Companies
NLP - Machine translation
For:
Translation Managers and Translators.
Scope:
Using Machine Translation to scale content production and create a more streamlined and efficient translation process.
Goal:
Improve Operation Efficiency, Automate a Business Process
Large Companies
Audio Signal Processing - Speech Analysis
For:
Call center managers
Scope:
Using speech analytics to improve customer experience.
Goal:
Improved Customer Experience
Large Companies
Computer Vision - Emotion Recognition
For:
Video content creators.
Scope:
Using Computer Vision and Deep Learning for measuring emotional responses to video advertising content.
Goal:
Increase Revenues
Large Companies
Human resources - Federate the team
For:
HR professionals.
Scope:
Using Artificial Intelligence (AI) to identify ideal candidates, decrease hiring time and improve employee retention.
Goal:
Improved Customer Experience
Large Companies
Knowledge representation and Knowledge Graphs
For:
Inventory planners.Goal:
Improve Operation EfficiencyProblem addressed
Siloed data models across warehouses and production sites can lead to long lead times and unnecessary production orders when there is no way to reconcile inventory globally. Supply chains come under strain and sales opportunites can be missed simply due to inability to source stock and spare parts in a timely manner.
Unifying inventory under a single global data model solves this problem by making everything instantly discoverable from any site within an organisation.
Scope of use case
Using Knowledge Graphs to hamonize data models for warehouse and production sites across 5 continents.
Raw Data
AI: Perceive
Knowledge graph
AI: Understand
Optimize System
AI: Act