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Appreciation of AI & RPA in Work Place
Mike Conroy MBA (DBA)
Adjunct Professor &
Co Founder/Non Executive Director of Talk Bpo (Ireland) Ltd
michael.oconroy@talkbpo.net
+61 475 848 777
4K Mc Kinely Park Towers
Bonifacio Global City The Philippines 1633
1© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018
AI & RPA Topics Today?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 2
 Whats is AI
 The History of AI
 Theories of why we should we be aware of AI
and it’s unique capabilities
 Cognitive Computing Vs AI
 AI & RPA BPO employment threats
 Examples of current AI transitions
 AI, good or bad?
 AI and Automation in BPO, our no 1 industry
turnover today within the PH
 Demo- Video of AI Solutions – Bots, Live Chats,
Auto Knowledge
 Further Study and Research Qualifications in AI
 Careers in AI
 Summary
 Questions and Answers
.
History of AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 3
https://www.youtube.com/watch?v=056v4OxKwlI
&feature=youtu.be
History of AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 4
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 5
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 6
AI >ML> CI
Examples, what is AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 7
“The Goal of AI is to develop machines so that they
behave as though they are intelligent.
John Mc Carthy 1955 ”.
What is AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 8
“ART in Artificial Intelligence, ART standing for
Accountability, Responsibility and Transparency,
becomes also mandatory for trustworthy AI-based
systems”
Eugénio Oliveira - Journal Of Innovation Mgt 2017
What is AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 9
http://www.ethicalcorp.com/comment-we-cant-leave-silicon-valley-solve-ais-
ethical-issues
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 10
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 11
Ref: https://www.quora.com/How-does-experience-in-RPA-help-me-in-learning-AI-ML
Ethical Behaviour with AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 12
“Google faces mass legal action
in UK over data snooping”
30 November 2017
Ethical Behaviour with AI? 27th April 2018
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 13
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 14
Top 5 ethical principles for digital
transformation
1. Design for privacy, security and integrity
2. Promote trust
3. Beware of bias
4. Ensure there is accountability
5. Promote an ethical culture
11th April 2018 Authored by Consultancy.uk
Ethical Behavior with AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 15
WHAT IS RPA?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 16
WHERE IS RPA ON THE AI LANDSCAPE?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 17
RPA & AI RISK & CONTROL
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 18
BENEFITS OF RPA
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 19
Machine Learning
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 20
5 Types is AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 21
There are however a plethora of different approaches
that AI researchers have followed
in the past which are responsible for relevant AI based
systems application.
In “The Master Algorithm: The ultimate Learning
Machine that will remake our world”
(Domingo's, 2015), the author identifies Five (5) AI and
machine learning “tribes” that currently exist:
1. The Symbolists
2. Connectionists
3. Revolutionaries
4. Bayesians
5. Analogizers
5 Types is AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 22
Defining 5 Types is AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 23
Define 3 Pillars AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 24
The Future of AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 25
Define 3 Pillars AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 26
https://whatsthebigdata.com/2017/05/15/machine-
learning-evolution/
5 Types is AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 27
Although applying very different paradigms and coming
from different schools, the
objective is always the same:
“To develop
machine
intelligence”.
The Future Today - Careers
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 28
AI Creates Jobs?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 29
2017 Career € Salaries in AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 30
Careers Salaries in AI for PH
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 31
VIDEO TIME - TOP 10
ROBOTS
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 32
TOP 10 ROBOTS
TODAY
https://www.youtube.com/watch?v=6feEE716U
Ek&feature=youtu.be
VIDEO TIME - BOTS
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 33
https://www.youtube.com/watch?v=EOYnFUJy
OlQ
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 34
Careers Salaries in AI for US
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 35
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 36
“More than having intelligent entities,
robots, systems, computers,
machines, programs,
replacing humans everywhere, we
need to develop processes, methods
and regulations
leading to a harmonious coexistence
of both & for humankind benefit”
(Eugénio Oliveira, 2017) JOM
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 37
2017
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 38
2017
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 39
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 40
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 41
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 42
“The threats we see to employment in
the BPO industry are mirrored in the ITO
industry, although the levers are
different. The migration of customized
enterprise resource planning software
on corporate servers to cloud-based
solutions is eliminating the need for
programmers to work on software
implementation and system integration
is one company at a time.”
(Eugénio Oliveira, 2017) JOM
BPO EMPLOYMENT THREATS
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 43
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 44
AI Theories
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 45
R. Brooks, a critic of GOFAI (Good Old Fashion AI)
have opposed the idea that AI
failed and warned that AI would be around us every day
(reproduced in (Wess, 2014)).
And he is indeed right or is he?
AI Theories
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 46
As AI is developing, we should reflect
upon the current excitement of its potentiality and
future social impact. And doing so,
it also warns against a new age of intensive
overselling that raises huge expectations
on AI-based systems without discussing their
inherent dangers.
Any Examples please?
Drones flying over Prisons Good or Bad?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 47
“We also include some
personal perspectives on simple remedies to
preventing recognized possible
Dangers” http://www.open-jim.org
Drones delivering Pizza Good or Bad?
Yummy Yeah? 
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 48
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 49
TYPES OF AI – BIG DATA
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 50
AI COMPANIES TODAY
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 51
AI START UP COMPANIES TODAY
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 52
AI TOP INVESTMENT COMPANIES
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 53
WHAT BIG TECH CO ARE DOING IN AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 54
WHAT BIG TECH CO ARE THINKING OF DOING IN AI?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 55
COMPANIES INVESTING IN AI BY INDUSTRY
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 56
COMPANIES INVESTING IN AI BY INDUSTRY
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 57
TOP 20 COMPANIES INVESTING IN AI TALENT
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 58
MOST AFFECTED FUNCTIONAL AREAS ACROSS INDUSTIES
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 59
TOP AI RACE TO ACQUIRE COMPANIES
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 60
SOCIAL MEDIA
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 -2018 61
RANKED TOP 3 ON
SEO GOOGLE MAPS
SEARCH IN PH
OPERATION PILLARS
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 -2018 62
CLIENT
FINANCE
IT SECURITY
HUMAN
RESOURCES
MARKETING
ITIL
FRAMEWORK
OPERATIONS
AI - IT SECURITY REDUNANCIES
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 63
• IT Enterprise Vs SaaS
• PCI/GDPR Compliance Act 2018 EU
• Compliance background checks
• Mobiles -Thumb Drives on floor
• Firewall back up redundancies
• IP Gateway Monitoring Proxys
• Generators in Stand by mode
• Inter switching re call spikes
WHERE IS AI BEING USED
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 64
Summary RPA CT to AI
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 65
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 66
IF WE DON’T HAVE OUR BASIC PRINCIPLES IN LIFE, WE DON’T
HAVE AI CI & RPA
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 67
“If algorithms in programming are not
transparent enough when making relevant
decisions on our behalf, we cannot judge where
the responsibility lies and how can we argue
against the quality of those algorithmic
decisions”
(JOM, 2017)
THOUGHT TO LEAVE YOU WITH….
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 68
FURTHER GRADUATE STUDIES & OPPORTUNITIES
Ayala ventures into AI solutions
PERHAPS?
Thank you!
Questions Please?
© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 69
“We recommend expanded research aimed at
ensuring that increasingly capable AI systems are
robust and beneficial ’’ (Russel, 2017).

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TALK BPO - RESOURCE SPEAKER - Trinity University Manila Philippines Awareness of AI CI & RPA Slide Deck Presentation may 2018 v4 [autosaved]

  • 1. Appreciation of AI & RPA in Work Place Mike Conroy MBA (DBA) Adjunct Professor & Co Founder/Non Executive Director of Talk Bpo (Ireland) Ltd michael.oconroy@talkbpo.net +61 475 848 777 4K Mc Kinely Park Towers Bonifacio Global City The Philippines 1633 1© Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018
  • 2. AI & RPA Topics Today? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 2  Whats is AI  The History of AI  Theories of why we should we be aware of AI and it’s unique capabilities  Cognitive Computing Vs AI  AI & RPA BPO employment threats  Examples of current AI transitions  AI, good or bad?  AI and Automation in BPO, our no 1 industry turnover today within the PH  Demo- Video of AI Solutions – Bots, Live Chats, Auto Knowledge  Further Study and Research Qualifications in AI  Careers in AI  Summary  Questions and Answers .
  • 3. History of AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 3 https://www.youtube.com/watch?v=056v4OxKwlI &feature=youtu.be
  • 4. History of AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 4
  • 5. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 5
  • 6. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 6 AI >ML> CI
  • 7. Examples, what is AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 7 “The Goal of AI is to develop machines so that they behave as though they are intelligent. John Mc Carthy 1955 ”.
  • 8. What is AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 8 “ART in Artificial Intelligence, ART standing for Accountability, Responsibility and Transparency, becomes also mandatory for trustworthy AI-based systems” Eugénio Oliveira - Journal Of Innovation Mgt 2017
  • 9. What is AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 9 http://www.ethicalcorp.com/comment-we-cant-leave-silicon-valley-solve-ais- ethical-issues
  • 10. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 10
  • 11. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 11 Ref: https://www.quora.com/How-does-experience-in-RPA-help-me-in-learning-AI-ML
  • 12. Ethical Behaviour with AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 12 “Google faces mass legal action in UK over data snooping” 30 November 2017
  • 13. Ethical Behaviour with AI? 27th April 2018 © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 13
  • 14. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 14 Top 5 ethical principles for digital transformation 1. Design for privacy, security and integrity 2. Promote trust 3. Beware of bias 4. Ensure there is accountability 5. Promote an ethical culture 11th April 2018 Authored by Consultancy.uk
  • 15. Ethical Behavior with AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 15
  • 16. WHAT IS RPA? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 16
  • 17. WHERE IS RPA ON THE AI LANDSCAPE? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 17
  • 18. RPA & AI RISK & CONTROL © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 18
  • 19. BENEFITS OF RPA © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 19
  • 20. Machine Learning © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 20
  • 21. 5 Types is AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 21 There are however a plethora of different approaches that AI researchers have followed in the past which are responsible for relevant AI based systems application. In “The Master Algorithm: The ultimate Learning Machine that will remake our world” (Domingo's, 2015), the author identifies Five (5) AI and machine learning “tribes” that currently exist: 1. The Symbolists 2. Connectionists 3. Revolutionaries 4. Bayesians 5. Analogizers
  • 22. 5 Types is AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 22
  • 23. Defining 5 Types is AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 23
  • 24. Define 3 Pillars AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 24
  • 25. The Future of AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 25
  • 26. Define 3 Pillars AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 26 https://whatsthebigdata.com/2017/05/15/machine- learning-evolution/
  • 27. 5 Types is AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 27 Although applying very different paradigms and coming from different schools, the objective is always the same: “To develop machine intelligence”.
  • 28. The Future Today - Careers © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 28
  • 29. AI Creates Jobs? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 29
  • 30. 2017 Career € Salaries in AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 30
  • 31. Careers Salaries in AI for PH © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 31
  • 32. VIDEO TIME - TOP 10 ROBOTS © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 32 TOP 10 ROBOTS TODAY https://www.youtube.com/watch?v=6feEE716U Ek&feature=youtu.be
  • 33. VIDEO TIME - BOTS © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 33 https://www.youtube.com/watch?v=EOYnFUJy OlQ
  • 34. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 34
  • 35. Careers Salaries in AI for US © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 35
  • 36. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 36 “More than having intelligent entities, robots, systems, computers, machines, programs, replacing humans everywhere, we need to develop processes, methods and regulations leading to a harmonious coexistence of both & for humankind benefit” (Eugénio Oliveira, 2017) JOM
  • 37. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 37 2017
  • 38. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 38 2017
  • 39. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 39
  • 40. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 40
  • 41. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 41
  • 42. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 42 “The threats we see to employment in the BPO industry are mirrored in the ITO industry, although the levers are different. The migration of customized enterprise resource planning software on corporate servers to cloud-based solutions is eliminating the need for programmers to work on software implementation and system integration is one company at a time.” (Eugénio Oliveira, 2017) JOM BPO EMPLOYMENT THREATS
  • 43. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 43
  • 44. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 44
  • 45. AI Theories © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 45 R. Brooks, a critic of GOFAI (Good Old Fashion AI) have opposed the idea that AI failed and warned that AI would be around us every day (reproduced in (Wess, 2014)). And he is indeed right or is he?
  • 46. AI Theories © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 46 As AI is developing, we should reflect upon the current excitement of its potentiality and future social impact. And doing so, it also warns against a new age of intensive overselling that raises huge expectations on AI-based systems without discussing their inherent dangers. Any Examples please?
  • 47. Drones flying over Prisons Good or Bad? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 47 “We also include some personal perspectives on simple remedies to preventing recognized possible Dangers” http://www.open-jim.org
  • 48. Drones delivering Pizza Good or Bad? Yummy Yeah?  © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 48
  • 49. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 49
  • 50. TYPES OF AI – BIG DATA © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 50
  • 51. AI COMPANIES TODAY © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 51
  • 52. AI START UP COMPANIES TODAY © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 52
  • 53. AI TOP INVESTMENT COMPANIES © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 53
  • 54. WHAT BIG TECH CO ARE DOING IN AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 54
  • 55. WHAT BIG TECH CO ARE THINKING OF DOING IN AI? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 55
  • 56. COMPANIES INVESTING IN AI BY INDUSTRY © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 56
  • 57. COMPANIES INVESTING IN AI BY INDUSTRY © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 57
  • 58. TOP 20 COMPANIES INVESTING IN AI TALENT © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 58
  • 59. MOST AFFECTED FUNCTIONAL AREAS ACROSS INDUSTIES © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 59
  • 60. TOP AI RACE TO ACQUIRE COMPANIES © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 60
  • 61. SOCIAL MEDIA © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 -2018 61 RANKED TOP 3 ON SEO GOOGLE MAPS SEARCH IN PH
  • 62. OPERATION PILLARS © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 -2018 62 CLIENT FINANCE IT SECURITY HUMAN RESOURCES MARKETING ITIL FRAMEWORK OPERATIONS
  • 63. AI - IT SECURITY REDUNANCIES © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 63 • IT Enterprise Vs SaaS • PCI/GDPR Compliance Act 2018 EU • Compliance background checks • Mobiles -Thumb Drives on floor • Firewall back up redundancies • IP Gateway Monitoring Proxys • Generators in Stand by mode • Inter switching re call spikes
  • 64. WHERE IS AI BEING USED © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 64
  • 65. Summary RPA CT to AI © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2018 65
  • 66. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 66 IF WE DON’T HAVE OUR BASIC PRINCIPLES IN LIFE, WE DON’T HAVE AI CI & RPA
  • 67. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 67 “If algorithms in programming are not transparent enough when making relevant decisions on our behalf, we cannot judge where the responsibility lies and how can we argue against the quality of those algorithmic decisions” (JOM, 2017) THOUGHT TO LEAVE YOU WITH….
  • 68. © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 68 FURTHER GRADUATE STUDIES & OPPORTUNITIES Ayala ventures into AI solutions PERHAPS?
  • 69. Thank you! Questions Please? © Talk Bpo ™ Inc. Copyright all rights reserved, 2008 - 2108 69 “We recommend expanded research aimed at ensuring that increasingly capable AI systems are robust and beneficial ’’ (Russel, 2017).