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

Sign in

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

  • Preparing your Business for a Data Revolution

    Featured Article Author: Sidhartha Shishoo, SG Analytics Businesses are gaining the ability to gather data at an unprecedented pace. The Internet of Things (IoT), unstructured data from media, social media, and other digital activities like product purchases and consumer reviews are driving this. Companies now have mountains of data at their disposal, but the knowledge […]

  • Fintech startup Volopay raises $2.1M in seed round

    Singapore-based fintech startup Volopay has raised $2.1 million in seed funding to provide businesses and startups in the Asia Pacific region a powerful control center for all their financial needs. Singapore-based fintech startup Volopay has raised $2.1 million in seed funding. The company said it wants to use the funding to provide businesses and startups […]

  • Global retailers expand digital channels as pandemic hits physical stores

    The pandemic dealt a mighty blow to physical retail, forcing global retailers to look at significantly strengthening their digital channels. India is emerging as a big beneficiary of all the technology work this entails. US retailer Target is nearly doubling its headcount in Bengaluru to over 6,000. It has leased fresh space of 2.8 lakh […]

  • Accentuating customer experience: Digital Chat Agents & Chatbots

    As e-commerce (and retail in general) becomes increasingly global and competitive, business leaders understand that AI can be a valuable tool in reconnecting with consumers. AI has the power to analyze huge amounts of data from numerous sources, including human behaviors and emotions. This can then be used to create more meaningful customer experiences. Take, […]