India's largest platform and marketplace for GCCs, AI & Analytics leaders & professionals

Sign in

⁠India’s largest platform & marketplace for AI & GCC leaders & professionals
Become a Thought Leader
Become a 3AI Member

Sign in

3AI Digital Library

< Go Back

Predictive Application Support

3AI September 6, 2020

Leading manufacturing giant

Problem Statement

  • A manufacturing giant decided to build and host multiple applications in their environment
  • Some of these Apps are in test or production mode, predict feature will be deployed to help with (1) finding out App downtime (2) Event correlation and App behavior and (3) App improvement statistics



Analytics Led Approach

  • Provided segment alerts based on the business impact perspective, to identify most critical ones
  • Developed outage prediction models based on historical data collected in the system
  • Reporting hub generating periodic and specific reports as requested giving insights

Business Impact

  • One single hub giving all business insights helping in better performance and management
    • Faster resolution and decision support for the participating teams
  • Proactive knowledge of outage enabled better planning which in turn reduced business impact due to those outages


Critical Success Factors

  • Intelligent alert system based on business impact and assigning priority levels to the critical alerts
  • Outage tracking and failure prediction mechanism based on IT support center’s ticket data
  • Periodic on demand reports generated by the mechanism

    3AI Trending Articles

  • Left Shift Decisioning – a Paradigm Shift and a Key Differentiator for Banks in Recessionary Environment

    Featured Article: Author: Aditya Khandekar, President, Corridor Platforms India Left Shift – A software development concept The core concept of left shifting started from testing, where we shift the testing phase to earlier phases in the software life cycle. The goal is to test early, fix bugs close to source of issue and prevent backloading […]

  • Unlocking Synergy: Combining Computer Vision, NLP, and Deep Learning for Automated Process Discovery & Process Intelligence

    Featured Article: Author: Anurag Upadhyay, Accenture Introduction: In today’s dynamic business landscape, organizations face an ever-increasing demand for efficiency, innovation, and competitiveness. To meet these challenges head-on, businesses are turning to cutting-edge technologies that can revolutionize how they understand, optimize, and manage their operations. Among these transformative technologies, the fusion of Computer Vision, Natural Language […]

  • Application of Reinforcement Learning in Supply Chain

    Author: Anindya Bera, Senior Manager – Anaytics, Genpact A supply chain is a complex network of individuals and agents who exchange materials or information in a business ecosystem. The items which are used on day-to-day basis are created by a global collaboration between suppliers, manufacturers, and logistics carriers. What makes this complex? It is the […]

  • Top four focus areas to help you shape a data-driven enterprise

    Author: Praveen Reddy, Vice President (Digital – data, analytics, and cloud) | Genpact As we navigate the world of data, some significant trends are manifesting with respect to data ownership and utilization. There are multiple triggers for these trends – ever-rising complexity of data, lack of proper intelligence concerning data assets, need for accelerated digital transformation, […]