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

VISA Denial Analysis for the Global HR team of IT Organization

3AI September 6, 2020

Talent Analytics

Problem Statement

  • The likelihood of Visa rejection of its associates
  • Reasons for high denial rate in one type of visa vs. other
  • Identification of  the sections where rejection chances are high

Analytics Led Approach

  • Build predictive models for visa rejection pattern across various visa types and countries

  • Identify  group visa rejection across  bands, BU and experience.

  • Identify factors impacting visa rejections  for various Bus

Business Impact

  • Separate prediction models for 2 kind of VISA types with concordance ranging from 67% to 70%

  • Actionable results were in below form


Critical Success Factors

  • Model prediction of sending top 20% of the Visa Applications as per model, only 13.4% Applications will be rejected compared to 34.2% of overall rejections

    3AI Trending Articles

  • What if AI scans legislation and allocates funds to agencies?

    New Treasury Department software points the way. But research suggests that it’s impossible to show that an artificial ‘superintelligence’ can be contained . If, like me, you’re worried about how members of Congress are supposed to vote on a stimulus bill so lengthy and complex that nobody can possibly know all the details, fear not — the […]

  • From Analytics to Gen AI: Understanding the AI & ML foundations of LLM’s

    Featured Article: Author: Nikhil Bimbrahw, Genpact From the moment we wake up, to the moment we go back to sleep, technology is everywhere. The highly digital life we live in and the development of our technological world has become the new normal. According to the International Telecommunication Union (ITU), almost 50% of the world’s population uses the […]

  • Global Captive Centers – The true enablers of Collaboration (Part-1)

    Featured Article: Author: Vinodh Ramachandran, Neiman Marcus Group Through my experience working for large retail GCCs I. have observed that most retailers, in addition to having a central data & analytics team (typically within tech rolling up to the CIO), also have analytics teams within the businesses running independently and managing all their data, reporting […]

  • Cybersecurity To Remain Hot In The New Year

    Despite a pandemic that raged around the globe for the better part of the year, the cybersecurity market retained investor interest in 2020 and many in the sector expect next year to be no different. “Security is a red hot sector with more and more money pouring into it,” said Andrew Atherton, managing director at Union Square […]