Ai Data Platform Overview
i4drive Data Platform is fully hardware and software agnostic. It can integrate to any sensor, system or vehicle and to external data sources. Our multi-layered model allows data processing from Telematics cameras, ADAS, DMS, Dry-Sensor systems, tires, weather and traffic platforms and insurance data integration, using big data and deep learning algorithms for event reconstruction and context extraction. i4drive provides fully contextual insights about all the factors impacting driver behavior and safety. The platform is customizable for anyone, from Telematics providers, to fleet operators, insurers, or Smart Cities.
RISC Driver Profiling™
i4drive sets a new standard in Telematics. Based on 25 years of experience and research, we developed RISC, a standardized driver profiling model, which assesses and accurately groups drivers. Each profile consists of unique driving patterns, efficiency performance and a fully contextual driver score. We build a driver profile based on wide-ranging data, which measures everything from technical skill to psychology, how a driver reacts to danger, to changing weather conditions, their petrol consumption and more. We measure improvements and provide personalized training that will bring them into the RISC Safe Zone.
Driving Patterns
and Driver Performance
Our platform analyzes and understands driving patterns that best characterize each driver to classify individuals based on technical and tactical skills, and psychological behaviors. The RISC model provides a fully contextual picture regarding the advantages and disadvantages of the driver, driving habits that need to be corrected, including risk levels, and enables the provision of personalized, more efficient, and more relevant training.
Fully Contextual
Driving Score
Evaluating drivers is a challenging task for fleet managers and insurance companies. Current Telematics solutions provide non-contextual, technical driving analysis, resulting in an arbitrary driving score. Our RISC Driver Profiling™ offers a fully contextual rating based on many factors. In a standard scoring system, 2 totally different drivers can get the same score, making it hard to assess risk, provide relevant coaching and monitor progress.
Risk
Assessment
We offer fleet managers, insurers and Smart Mobility operators actionable insights based on fully-contextual and high-resolution risk assessment. The model is based on contextual RISC Driver Profile determination, specific driving patterns identification, safety factors calculation and close-call adjustment. The model also aggregates data from professional research that validates and finetunes all the results to provide a reliable and accurate risk assessment.
Accurate
Prediction
RISC Driver Profiling™ uses unique models that help to predict the next accident or close-call event. The models perform a high-resolution, fully contextual analysis of events and driving patterns with different severity, violation, and risk levels to understand how likely a driver is to be involved in dangerous situations. The prediction module offers stakeholders the ability to assess risk and probability of every event type.
Damage Potential
Analysis
Every accident or close-call event has different damage potential, for example, a front-rear accident at low speed or a pedestrian collision at medium speed has different consequences, from human life, to social impact, environmental impact, direct and indirect costs. Our RISC model analyzes all the factors that affect the damage potential, for past and predicted events.
Advanced
KPIs
Each RISC profile contains many insights on driver performance, driver efficiency and risk assessment. Each customer requires different views of those insights, so we offer fully customized KPIs on different levels; driver, fleet, and Smart Mobility InXights (link to page). The insights help our customers and partners truly understand what is impacting driver behavior and safety.
MOBILITY
Ai Cloud Video Telematics
“A picture is worth a thousand words, and a video worth a million.”
i4drive AI Cloud Video Telematics module collects and processes video data from any camera, regardless of quality and resolution. Using proprietary deep learning and computer vision algorithms, i4drive performs object detection and tracking at high accuracy of every object on the road, even in difficult visibility conditions. The AI engine converts the output of the video analytics to complex events and driving pattern recognition which are the cornerstones of RISC Driver Profiling™.
The benefits:
- Fully comprehensive perception alert and insight feature-set
- Fully automated post-processing from any camera and video source
- Deep learning accuracy in night, rain, glare, and other weather conditions
- Supports RISC Driver Profiling with critical metrics
- Fully automatic video analysis
- No false positives or mistakes from human error
- Camera and platform agnostic; no in-vehicle hardware or camera upgrades required
- Infinitely scalable (Cloud-based)
- Deep learning technology optimized for Telematics
- GDPR compliant
Object Detection and Tracking
Pedestrian Collision Warning
Headway Distance Monitoring
Forward Collision Warning
Lane Departure Warning
Overtaking and Lane Handling Monitoring
Driver Distraction Monitoring
"Dry-Sensor" Aggressive Driving
Tactical Speed Monitoring
Road Conditions Monitoring
Driver Tr[Ai]ning
To ascertain what truly causes specific occurrences and to guide the driver accordingly, we would need to place an experienced tactical driving instructor in the passenger seat, applying their full expertise and keen senses to report back on precisely what happened. Too bad that can’t be done – or can it? At i4drive, that is precisely the tech equivalent we have developed. Think of it as an AI Driver Instructor virtually sitting next to the driver. The personalized, high-resolution coaching is based on deep understanding of driving habits and patterns, driver performance and risk factors. Not just “Drive slower” or “Do not brake hard”, but fully detailed, technical and tactical training with periodic improvement monitoring – guiding the driver into the RISC Grid Target Zone.
Smart Mobility InXights
Critical data from thousands of vehicles flows real-time into traffic management centers, allowing monitoring of safety events and road conditions. i4drive’s AI platform deeply and contextually analyses millions of datasets from any vehicle and packs this useful data into valuable, contextual insights, allowing operators to obtain a comprehensive picture of the safety situation. i4drive provides detailed and comprehensive analytics on high-risk areas for accidents, close-calls and dangerous situations, allowing operators and traffic management centers to improve their decision-making and response to safety events. With its unique AI engine, i4drive detects and tracks traffic violations in real time comprising dozens of different parameters, allowing authorities to react to emergency events and streamline traffic management across cities and districts. Our platform allows insurers, cities, and traffic operators to access critical data originated from a single driver profile, scaled up to Smart Mobility insights.
Want to learn more? Contact us.
