Success Story

Company

Patient-Friendly Nerve Simulation Therapy Platform Resolves OAB Challenges with AWS-Based Centralized Logging Solution

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

Challenges

  • Existing logging solution was tightly coupled with mobile apps, causing difficulties in maintaining and troubleshooting the system.​
  • There was a need for a centralized logging and monitoring solution to streamline data management and analysis.​
  • Real-time log discovery was required to quickly identify and address issues.​
  • Data triaging based on region, client, OS type, version, etc., was a complex task. Error analysis and segregation needed improvement to avoid unnecessary data clutter.​
  • The client sought better user experience and ease of use with the logging solution.​

Solutions

  • Transitioned to an AWS-based solution to leverage its scalability and flexibility.​
  • Pre-defined dashboards and monitoring were implemented for efficient data visualization and analysis.​
  • Data retention policies and patterns were defined to ensure easy data access and reporting.​
  • APM (Application Performance Monitoring) was set up to monitor system performance effectively.​
  • A scalable and serverless pipeline was developed for seamless logs streaming and transformation.​

Impact Generated

  • Unified & central logging and monitoring .​
  • Decoupled logging solution from mobile apps development and release cycle.​
  • Cost-effective scaling options based on varying requirements.​
  • Users could experience near real-time overviews of the system, enabling prompt actions on issues.​
  • Issue reporting and diagnosis time were significantly reduced to just 20 minutes, improving overall operational efficiency.​
  • Integration with AWS services became much more accessible, and data transformation capabilities were enhanced​

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.

Challenges

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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