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

  • AI Operations: Think Software Development, not Data Science

    Featured Article: Author: Kuntal Hansaria, Associate Partner – AI, Analytics & Digital, IBM AI Governance includes aspects of Explainability (explaining how a model is working) & AI/ML Operations (scaling model development, management & deployment). While Explainability gets lot of attention, aspects of AI/ML Operations are often ignored. However, without AI Operations, an organization can never […]

  • POV: Executive’s guide to build GenAI COE Effectively

    Featured Article Author: Mausam Deb (Healthcare & Life Science – AI Leadership Consultant) Generative AI (aka LLM) is no less than a rage for the last few years. The democratization of technology achieved by OpenAI through its GPT-3.5 model is remarkable. Market size of GenAI is growing in leaps and bounds. Every company in the […]

  • The Dynamic Duo of AI and Data: Unlocking Intelligent Solutions and Powering Future Capabilities

    Featured Article: Author: Manoj Suryadevara, Walmart Global Tech Introduction  Artificial Intelligence (AI) and data convergence have emerged as a mighty force driving innovation and reshaping industries worldwide in this digital age. AI enables machines to simulate human-like intelligence while data fuel AI algorithms. This symbiotic relationship between AI and data is at the heart of […]

  • Blockchain and IoT gives end-to-end visibility to Stakeholders in a Supply Chain

    While IoT sensors help track the movement and quality of products, blockchain’s distributed ledger gives multiple entities joint control over shared information . Covid concentrated attention on supply chains like never before as the pandemic caused massive disruptions. Companies started looking deeper into the roots of their supplies, going further back than their immediate vendors. […]