India's largest platform and marketplace for GCC & AI leaders and professionals

Sign in

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

Sign in

3AI Digital Library

< Go Back

HR Data Analytics for a leading pharmaceutical client

3AI September 6, 2020

It All begins with the data

Problem Statement

  • A top 10 global pharmaceutical company with multiple systems and tools for HR data management
  • The error resolution and data quality processes had significant manual components

High Cycle Time and Cost

Analytics Led Approach



Business Impact

Improved error traceability (% Error rate)

Reduced data analysis time (Analysis time)


Critical Success Factors

  • Data process analysis
  • Close involvement of stake holders
  • Historical error repository
  • Business rule for managing data ambiguity

    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 […]

  • A hacker broke into a Florida Water Treatment Plant

    A hacker broke into a Florida water treatment plant and ordered it to increase the amount of lye to extremely dangerous levels, officials said. . A hacker broke into a Florida water treatment plant and ordered it to increase the amount of lye in the water to extremely dangerous levels, officials said Monday. The plant […]

  • Improving Customer Experience – AI/ML Driven Issue Resolution

    Author: Ashish Vashishta, VP – Technology, eClerx Customers across industries typically face issues with their purchased products/services. A troubleshooting system which can use latest AIML technologies to resolve these issues faster and more effectively can lead to a much better customer experience. As an example, a customer may have purchased a bundled product offering – […]

  • Preparing to navigate the era of AI regulation

    Featured Article Author: Malavika Lakireddy In a groundbreaking move, the European Union (EU) has recently passed the Artificial Intelligence Act (AI Act), signaling a pivotal moment in the global landscape of AI regulation. This legislation, aimed at regulating the use of AI in providing goods and services to EU residents, sets a precedent for similar […]