Predictive Analytics
How Intangles' groundbreaking AI-powered solution accurately predicts your vehicles' health
Intangles’ predictive algorithms boast a remarkable 95% accuracy rate in real-world scenarios for forecasting component-level failures.
When it comes to predictive analytics, data is everything. Intangles manages over 60 TB of curated data, far more than the latest class of foundation models, including popular ones like ChatGPT. We use this large amount of data to train our machine learning models. Simply put, the more diverse and the higher the quality of the data, the more precise the model’s predictions.
The large amount of data we process powers our physics-based AI models, a hybrid solution that is purpose driven and does not rely on a black box to predict the health of your vital assets. We meticulously capture the behavior of critical vehicle components or systems, so that we can arrive at precise estimations of machine degradation and failure models.
The result: Intangles’ models are incredibly insightful and accurate.
The Intangles data advantage
450+
Number of data signals
we monitor in real-time
on every vehicle
18B
Sensory data points we
capture from vehicles
on a daily basis
60TB
Size of the performance
database used to build
our models
95%
The accuracy rate of our
vehicle health
predictions
The industry’s leading predictive analytics solution
We leverage data from over 250,000 vehicles and over 18 billion sensors every day to deliver extremely accurate predictions.
- Intangles’ Digital Twin Technology recreates every vehicle in a virtual environment, allowing us to pinpoint potential issues long before they occur.
- We continuously update our physics-based model with real-time data, which facilitates precise predictions.
- Our models take into account diverse environmental and stress conditions across every component and vehicle we monitor.
Technology
Harness the power of Intangles’ predictive analytics solution
Our technology backbone: proprietary hardware, scalable back end, and continuously learning algorithms
Hybrid Models
We combine physics-based models and AI models to craft algorithms that are extremely accurate, especially when compared to traditional machine learning algorithms.
Digital Twin Technology
We create a virtual copy of every asset we monitor in the cloud, so we can predict how your vehicle’s components will react in real-world scenarios.
Proprietary Hardware
Our InGenious™ hardware is designed to efficiently process data, and is installed in every vehicle we service, resulting in incredibly fast, accurate data streams.
Technology
Harness the power of Intangles’ predictive analytics solution
Our technology backbone: proprietary hardware, scalable back end, and continuously learning algorithms
Intangles
Digital Twin Technology
The heart of our solution
We create a virtual copy of your vehicle, enabling rapid, real-world predictions.
- We collect data from your vehicle’s sensors and advanced AI technologies in the cloud to create a virtual twin.
- Digital Twin Technology allows Intangles to bridge the gap between a controlled environment like a lab and dynamic real-world scenarios.
- Our proprietary AI models are always learning, evolving and adapting to situations, which allows us to make rapid and accurate predictions.
Latest News
The Intangles platform, featuring cloud-based AI processing power, takes fleet telematics to another level, as President Alan McMillan explained from the company’s booth at American Trucking Associations’ 2023 Management Conference and Exhibition.
- December 6, 2023
See the platform in action
We’re looking forward to meeting you