Success Story

Cognitive Automation

Driver Behavior Analysis​

Ad Tech company executes Real-Time contextual classification of webpages using multifold classification and interpretation models by leveraging Zimetrics tech-enabled services

Challenges

The customer needed:

  • To improve business agility by augmenting manual incident clips assessment​
  • Enable rapid risk identification​
  • Reduce turnaround time and improve agent efficiency​

Solutions​

  • Leveraged Google Cloud Compute-based video feed analytics platform​
  • Analyses acoustic feed, video feed, and sensor data for incident detection​
  • Developed the solution over Google Cloud platform, Computer Vision, Tensor flow, and Keras ​

Impact generated​

  • 23 of 78, Driving behaviors assessed using computer vision.​
  • Reduced Incident review TAT from 300 secs (manual review) to 42 sec (assisted reviews)​
  • Review costs reduced by 45%​
  • Model Accuracy of over 89%​

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Our customer is a leader in Drive Safety Assessment technology for monitoring and incident assessment for Hazardous material logistics.​

Company

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Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

“We are delighted to be working with XYZ company. They have an extremely interesting business and a ‘can-do’ mindset. In the course of our engagement we’ve met with colleagues across 3 continents, and throughout we have encountered people with very high standards and a real appetite for innovation.“
Cyrus New
Associate Partner, Zimetrics
Cyrus New
“We are delighted to be working with XYZ company. They have an extremely interesting business and a ‘can-do’ mindset. In the course of our engagement we’ve met with colleagues across 3 continents, and throughout we have encountered people with very high standards and a real appetite for innovation.“
Cyrus New
Associate Partner, Zimetrics
Cyrus New
“We are delighted to be working with XYZ company. They have an extremely interesting business and a ‘can-do’ mindset. In the course of our engagement we’ve met with colleagues across 3 continents, and throughout we have encountered people with very high standards and a real appetite for innovation.“
Cyrus New
Associate Partner, Zimetrics
Cyrus New

Challenges

  • Third party cookie collection being phased out by major tech giants, more than 1/3 of audiences are voluntarily declining cookie tracking.
  • Advertisers are mandated to transition from cookie-less targeting to contextual targeting while improving campaign outcomes.

Solutions

Deep Learning

Models to categorize industry and subindustries relevant sections and denoise

Language Models

Interpret the key concepts from tables, graphs images and running texts

Vision Models

For layout interpretation and correlation of objects in the frame of moment captured

Impact / Metrics

90%+

F1 Score Harmonic Mean of Precision and Recall

50%+

Improved Relevancy Relative to Cookies

99.9%+

Realtime Data Exchange

Tech Stack

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Ad Tech company executes Real-Time contextual classification of webpages using multifold classification and interpretation models by leveraging Zimetrics tech-enabled services​

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