Automotive
Vehicles are more than transportation: they’re now smart mobile devices generating volumes of telematics data. Automotive revenue streams are shifting and the key to unlocking real value from big data in the automotive industry is GPU-accelerated analytics with OmniSci.
- Connected cars generate 300TB of data per car, per year
- By 2020, connected car services will account for over US $40bn in annual revenue
- By 2030, half the world’s vehicles will be covered by telematics-based insurance policies
Download the Vehicle Telematics Analytics eBook
GPU-accelerated analytics for Vehicle Telematics Data: Drive speed-of-thought analytical experience across billions of records
Featured Use Cases
Predict Machine Failure with IoT Data
The Challenge
Artificial intelligence is increasingly used to predict machine failure, to minimize downtime and maintenance costs for automobiles, ships or aircraft. Yet engineers have trouble explaining an AI model’s black-box recommendations, so leaders fall back on human experience and "gut" guesses in favor of automated recommendations to keep field equipment running as intended.
OmniSci Solution
MapD’s extreme visual analytics make AI models more accessible to the scientists who create them and to the broader audiences of business leaders, military commanders or regulators who must understand those models. With immediate visual exploration of the same underlying elements that trained AI models, anyone can trust their predictions.
GTC Presentation
Volkswagen Uses MapD to Visualize and Interrogate Black Box AI Models
IoT Agenda
Five ways IoT is transforming the manufacturing industry
Location and Mobile Services
The Challenge
Location-based metadata can create a wealth of new business opportunity. Yet this stream of data scales too quickly for developers who want to create apps showing relationships between the location of people and equipment to other operational data. Existing analytic engines cannot keep up with the scale and speed of today’s operational data.
OmniSci Solution
The MapD Core SQL engine was designed for this new era of location intelligence. It can process billions of rows of structured data in milliseconds and visually render those with the same speed. This dramatically accelerates operational analytics, marrying vital business datasets to mobile location metadata. Because MapD Core is open-source, in-house or third-party developers can easily create new apps to deliver analytic apps for exploring layers of operational location data.
MapD Customer Case Study
How Skyhook uses MapD for location intelligence and insights
MapD Demo
See how MapD is used to interactively explore a large mobile coverage and quality dataset
OmniSci Video
OmniSci overcomes the data challenges of speed, scale, and real-time interaction, to provide telecommunication carriers instant insights from datasets too big or too fast for traditional analytics platforms.
Rapid Response to Cyber Incidents
The Challenge
Unauthorized intruders infiltrate systems of national governments and global corporations by hiding their tracks across identities, devices and behavior. Teams in Security Operations Centers (SOCs) receive countless incident alerts, but most are false alarms, so SOCs waste thousands of hours a year investigating those. When an actual attack has occurred, slow analytics across fragmented data make it harder for security teams to identify and patch vulnerabilities before more data is compromised.
OmniSci Solution
MapD's zero-latency visual analytics don't require pre-aggregation. In this cat-and-mouse game, that speed gives security analysts immediate insight. They can perform hundreds of queries in quick succession, without losing access to any granular information. SOC teams can investigate far more cyber alerts every day, and when they do find a vulnerability they have the data they need to apply the right patch quickly, maintaining an ongoing patch cadence that deters future attacks.
Watch MapD Demo
See how MapD Immerse interactively explores your Google Analytics data
Ponemon Institute
How malware destroys an organization’s reputation and financial stability
eSecurity Planet
Industry experts discuss how AI is shaping the future of IT security