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PIB Application Improvement Plan - August 25, 2016
Use of AI/ML tools to streamline
Quality Engineering function
1
Sumeet Mandloi
Engineering
Director
Artificial Intelligence - Industry Perspective
2
Artificial Intelligence
Conversational
Services
Program Advisory &
Recommendations
Competitive
Intelligence
Agility
and operational
efficiency
Fraud, Risk &
Investigation
Customer
personalization &
Experience
Widespread adoption of cognitive AI
across a broad range of industries will
drive worldwide revenue from $8
billion in to more than $47 billion by
2020 – IDC
Cognitive computing will save US
companies USD 60 billion a year by
2020– IDC
Organizations across industries, succeed
with enterprise-grade cognitive AI by
simplifying complex tasks and amplifying
capabilities Infosys
Cognitive machine learning will begin to
replace manual data wrangling and data
governance dirty work – Forrester AI/CC adoption would significantly lower FI
spend on AML. KYC and Surveillance. - IBM
60 percent of retail banking profits are
expected to become vulnerable to disruption
by 2025 -- McKinsey
AI - How it’s helping industries
3
Bringing AI to Quality Engineering
4
Defect Detection Defect Prevention Defect Prediction
Our mantra - Less is more
Bringing AI to Quality Engineering
5
AI/ML tools and accelerators - Clustering Tool
6
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AI/ML tools and accelerators - Defects Analytics Tool
7
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AI/ML tools and accelerators - Customer Sentiment Analysis
8
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Some big open questions
9
PIB Application Improvement Plan - August 25, 2016
Appendix
10
Stages of AI and Automation Adoption path
11
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Sumeet Mandloi: Artificial Intelligence Tools in QA Functions

  • 1. PIB Application Improvement Plan - August 25, 2016 Use of AI/ML tools to streamline Quality Engineering function 1 Sumeet Mandloi Engineering Director
  • 2. Artificial Intelligence - Industry Perspective 2 Artificial Intelligence Conversational Services Program Advisory & Recommendations Competitive Intelligence Agility and operational efficiency Fraud, Risk & Investigation Customer personalization & Experience Widespread adoption of cognitive AI across a broad range of industries will drive worldwide revenue from $8 billion in to more than $47 billion by 2020 – IDC Cognitive computing will save US companies USD 60 billion a year by 2020– IDC Organizations across industries, succeed with enterprise-grade cognitive AI by simplifying complex tasks and amplifying capabilities Infosys Cognitive machine learning will begin to replace manual data wrangling and data governance dirty work – Forrester AI/CC adoption would significantly lower FI spend on AML. KYC and Surveillance. - IBM 60 percent of retail banking profits are expected to become vulnerable to disruption by 2025 -- McKinsey
  • 3. AI - How it’s helping industries 3
  • 4. Bringing AI to Quality Engineering 4 Defect Detection Defect Prevention Defect Prediction Our mantra - Less is more
  • 5. Bringing AI to Quality Engineering 5
  • 6. AI/ML tools and accelerators - Clustering Tool 6 ● ● ● ●
  • 7. AI/ML tools and accelerators - Defects Analytics Tool 7 ● ● ● ● ● ●
  • 8. AI/ML tools and accelerators - Customer Sentiment Analysis 8 ● ● ● ● ● ●
  • 9. Some big open questions 9
  • 10. PIB Application Improvement Plan - August 25, 2016 Appendix 10
  • 11. Stages of AI and Automation Adoption path 11 • • • • • • • • • • • • • • • • • • • • • • • • • • • •