Enabling an Agile Automotive Supply Chain
Automotive global supply chains are highly complex, spanning multiple systems and data types. This limits the ability to identify and respond to rapid trends and disruptions. Ubiquiti’s Analytics platform automates data consolidation and analysis in real-time, to help identify what’s happening at every point and can respond as needed.
Our self-serve interface makes it easy to quickly identify trends that affect product quality and safety, with alerts based on complex criteria driven by themes and events. It also provides advanced pattern mining to identify both individual component and system-level issues, with the necessary comprehensive forecasting capabilities.
Here’s how it works:
Consolidate All Available Data
Consolidate repair, sensor, service, warranty and part return records into a single, comprehensive repository. Records can be linked to auxiliary information such as production volumes and currency conversion factors. Our platform handles standard data formats from various OEs, as well as custom formats used internally by organizations. Automated translation supports using data from geographies and languages across the globe.
Ubiquiti AI Technology Helps
Our natural language processing automatically extracts detailed, structured, and useful information from service record narrative comments. Our hierarchical information organization is customized and fine-tuned to the users' needs. Ubiquiti also has a universal automotive service code-scheme that is detailed, extensible, fast and easy to use.
Explore, Analyze and Visualize
Out interfaces enable easy browsing of all consolidated data using a customized hierarchical taxonomy. The taxonomy is built to represent perspectives of the data, and comprehensively captures all record attributes including:
- Failures and repairs
- Symptoms and signs
- Vehicle attributes and states
- Sensor readings and codes
Once the data has been captured, our interfaces enable:
- Easy browsing of individual elements and summarized data using a customized information organization
- Modifications, annotations and organization of record sets with intuitive controls
- Viewing and export of records and visualizations associated with any level of the hierarchy
- Viewing record counts at a glance with inline bars
You can see how the Navigator works via a few short videos.
Data Navigator (0:27)
Forecast the Future
Ubiquiti's Forecasting technologies draw on repair and warranty records, production volumes and other sources of data, enabling forecasts of inventory needs, warranty claims and accruals.
Advanced Mining and Alerts
Our customizable, AI-driven mining and alerts unearth valuable and actionable patterns in your data. Some examples include:
Co-occurrences
Obtain correlations between assembly plants and failure modes
Distribution Differences
Automatically compare production month trends for various failure modes
Sequence Mining
Identify non-FRFT repairs by looking for repeat visits for the same symptom
Ubiquiti AI helps members of the global automotive supply chain become more efficient and responsive to rapid change. Let's have a conversation about how we can help you.