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

Sign in

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

3AI Digital Library

Tandberg Abandonment & Utilization

3AI September 5, 2020

Problem Statement

  • Admin department faces user dissatisfaction. Issue being with last minute user abandonment of meetings enabled with Tandberg. This results in unavailability of the facility for those who really need it.

Analytics Led Approach

  • Use analytics to uncover compliance and fraud in internal transactions to enable prepay auditors to improve compliance and reduce loss.

  • Outlier removal based on the  historical approval and rejections patterns of the prepay auditor.

Business Impact

One time useful insights on current situation & extracted significant factors for example

  1. # Rooms Booked (Single room bookings exhibit higher abandonment than multiple room bookings)
  2. Associate Level1(SA & below) exhibit higher Abandonment rate than level2 (Manager & above)
  3. HR function shows higher rate than other Bus
  4. Cities though with high abandonment  score better on utilization
  5. Room utilization tend to increase after 5pm

Critical Success Factors

  • Effective metric calculations for abandonment, room utilization and meeting time utilization for use in existing monitor dashboards
  • Identification of statistical significant user/booking characteristics for prioritized targeting

    3AI Trending Articles

  • Evolution of Biometric Recognition Systems with AI

    Featured Article: Author: Kiranjit Pattnaik, MiQ What are biometric recognition systems Biometric recognition systems are computer-based systems that use an individual’s physical characteristics, such as their fingerprint, voice, face or any other part of the body, to authenticate their identity and grant access to secure areas, systems, or services. They are used increasingly as an […]

  • Major Cybersecurity Incidents of 2020

    From ransomware schemes to supply chain attacks, this year melded classic hacks with extraordinary circumstances. WHAT A WAY to kick off a new decade. 2020 showcased all of the digital risks and cybersecurity woes you’ve come to expect in the modern era, but this year was unique in the ways Covid-19 radically and tragically transformed life around the […]

  • Redefining Business with Algorithms

    Algorithms will not only drive scores of business processes, but also build other algorithms, much as robots can build other robots. And rather than using apps, future users’ lives will revolve around cloud-based agents enabled by algorithms. Gartner expects that by 2020, smart agents will facilitate 40% of all digital interactions. Organizations will license, trade, […]

  • Emerging role of Generative AI for Businesses

    Featured Article: Author: Rajan Gupta, VP & Head of Research & Analytics, Analyttica Datalab Artificial intelligence (AI) has revolutionized the way businesses operate, and Generative AI (GAI) is quickly becoming a hot topic in this field. Generative AI is the technology behind applications that can produce new content, such as images, sounds, and even text. […]