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DEMOCRATIZING AI
J A G D I S H M I T R A
Chief Strategy & Marketing Officer, Tech Mahindra
• 113000+ associates across 90+ c
ountries
• 1200 clients globally
• Growth > 10% YOY
• Top NON US company among the
FORBES DIGITAL 100 globally
• Top IT services company among t
he FORBES DIGITAL 100 globally
Copyright © 2018 | Tech Mahindra | All rights reserved.
AI HAS ACHIEVED SOME
I N C R E D I B L E F E AT S
Copyright © 2018 | Tech Mahindra | All rights reserved.
Av e r a g e + 3 0 % I N C R E A S E i n
i n d u s t r y s h a r e o f p r o f i t b y 2 0 3 5
$ 1 5 . 7 T R I L L I O N w i l l b e a d d e d
b y A I i n G l o b a l E c o n o m yPROMISE
VALUE
HOPE
S o u r c e : F r o n t i e r E c o n o m i c s , C N B C , N C B I , U S C o u r t s . P w C , G a r t n e r
U s e o f A I / M L i n s o c i a l i m p a c t ,
l e g a l , d i s e a s e d i s c o v e r y
Copyright © 2018 | Tech Mahindra | All rights reserved.
AT THE SAME TIME AI HAS
B R O U G H T I N
LIMITED
ADOPTION
2 0 % o f c o m p a n i e s h a v e i n c o r p o r a t e d A I i n
s o m e o f f e r i n g s o r p r o c e s s e s .
5 % c o m p a n i e s h a v e e x t e n s i v e l y
i n c o r p o r a t e d A I i n o f f e r i n g s o r p r o c e s s e s .
T h e l a r g e s t c o m p a n i e s — t h o s e w i t h a t
l e a s t 1 0 0 , 0 0 0 + e m p l o y e e s — a r e t h e m o s t
l i k e l y t o h a v e a n A I s t r a t e g y, b u t l e s s t h a n
h a l f h a v e o n e .
O u r O b s e r v a t i o n : S i l o ’ e d v i e w o f A I
s t r a t e g y, l a c k o f s y n e r g y a c r o s s f u n c t i o n s ,
R O I , f u n d i n g
S o u r c e : M I T S t u d y
LIMITED
CONFIDENCE
I m p a c t o f A I o n e n t e r p r i s e i s l i m i t e d
t o p r o d u c t i v i t y a n d c o s t
O N E Y E A R o r m o r e a v e r a g e t i m e
r e q u i r e d f o r v a l u e r e a l i z a t i o n f o r
c o m p l i c a t e d u s e - c a s e s w i t h h u g e
u p f r o n t i n v e s t m e n t
A v a i l a b i l i t y o f i n t e g r a t e d , u n b i a s e d
a n d c l e a n t r a i n i n g d a t a
O u r o b s e r v a t i o n : L a c k o f d a t a a v a i l a b i l i t y, t a l e n t
/ s k i l l s , f u n d i n g , b u s i n e s s c a s e
H U M A N M I N D S U N D E R S TA N D
L I N E A R L O G I C
Yo u r m o r t g a g e a p p l i c a t i o n i s r e j e c t e d
b e c a u s e y o u r b u y i n g p a t t e r n i s
e r r a t i c , y o u r w i f e l o s t h e r j o b , y o u
h a d h i g h i n s u r a n c e c l a i m s f o r y o u r
d e p e n d e n t p a r e n t s , m a r k e t i s v o l a t i l e
a n d y o u ’ v e a b a d c r e d i t h i s t o r y …
Yo u r m o r t g a g e a p p l i c a t i o n i s r e j e c t e d
b e c a u s e y o u ’ v e b a d c r e d i t h i s t o r y
MORE
CONFUSION
O u r o b s e r v a t i o n : L a c k o f t r u s t w i t h e n d c u s t o m e r
Copyright © 2018 | Tech Mahindra | All rights reserved.
S O , H O W D O E S A N
E N T E R P R I S E S C A L E A I
F O R C R E AT I N G A
B U S I N E S S I M PA C T
IT IS MORE
IMPORTANT TO
KNOW WHERE
AI CAN’T YET
PROVIDE VALUE
6 STEPS TO
USE AI
BEYOND
AUTOMATION
TO CREATE
BUSINESS
VALUE
I d e n t i f y a l l t o u c h p o i n t s t o e n h a n c e C x
e . g . h y p e r - p e r s o n a l i z e d p r o m o s b a s e d o n b u y i n g
p a t t e r n ( R e c o m m e n d a t i o n e n g i n e )
P r o c e s s , P r o d u c t a n d P l a t f o r m s s t r a t e g y t o
i d e n t i f y r i g h t i n t e r v e n t i o n s f o r A I
e . g . V i s i o n o f e n d o b j e c t i v e f o r a n E 2 E A I e n a b l e d
p r o c e s s
S c a l a b l e e n o u g h f o r a f u t u r e s t a t e
e . g . U s i n g s o c i a l - m e d i a f o r P r o d u c t i n n o v a t i o n ( D e e p
L e a r n i n g )
I d e n t i f i c a t i o n o f E 2 E e n t e r p r i s e p r o c e s s g a p s
e . g . C o g n i t i v e P r o c u r e m e n t A d v i s o r y , I t e m M a s t e r l i s t
r a t i o n a l i z a t i o n ( D a t a s c i e n c e , Te x t A n a l y t i c s )
I n t e g r a t e d v i e w o f d a t a a t e v e r y l e v e l
e . g . C R M , O m n i - c h a n n e l , P r o d u c t c a t a l o g u e
B u i l d i n g b l o c k s o f Te c h n o l o g y a r e a v a i l a b l e
t o c r e a t e r i g h t e x p e r i e n c e
e . g . C o n n e c t e d s y s t e m s a n d i n f r a s t r u c t u r e f o r A I t o
c r e a t e r i g h t e x p e r i e n c e
EMBRACE A
CULTURE WHERE
MAN AND MACHINE
ESTABLISH A BOND
E n c o u r a g e o p e n “ A I c u l t u r e ”
f o r d i g i t a l w o r k f o r c e t o c r e a t e
m u l t i p l i e r e f f e c t
E f f e c t i v e l y i m p l e m e n t C h a n g e
M a n a g e m e n t t o e s t a b l i s h M a n -
M a c h i n e C o l l a b o r a t i o n
C r o w d s o u r c e c a p a b i l i t y t o
c r e a t e n e w d i s r u p t i v e
b u s i n e s s o p p o r t u n i t i e s
Global wealth Management
Customer approached us for
back-office Automation
Broken Process,
Disparate AI
strategy, Disparate
technology by
Function
Setup an AI CoE to
build a uniform strategy
for Process, Product
and Platform
Ideation to enable
unconstrained thinking (“AI
Thinking”)
Process evaluation
of Back-office
operations
Process re-design,
Business Modeller,
Business Outcome
Design Thinking to
identify stakeholder
roadmap
Product Roadmap
Design and
development
RITA
BOND BEYOND
THE BOT
JOURNEY THAT WE TOOK WITH A GLOBAL WEALTH
MANAGEMENT MAJOR TO TAKE ARTIFICIAL
INTELLIGENCE BEYOND AUTOMATION
Global CPG Customer
approached us for RPA
implementation
Helped in Product
evaluation – RPA,
Knowledge Discovery tool
NesBOT
implemented across
entire IT landscape
Pilot for RPA (UNO)
and NLP Bot
Process re-design,
Platform for BOT
orchestrattion
Integration of Voice
BOT with RPA and AI
AIOps adopted
as a future
roadmap
BOND BEYOND
THE BOT
JOURNEY THAT WE TOOK WITH A GLOBAL
CONSUMER GOODS COMPANY FOR INTELLIGENT
AUTOMATION IN IT OPERATIONS
Pockets of automation for
maintaining our internal tools
(CIO function)
Lack of integrated
data layer – data
strategy
AI CoE was in place,
initiated crowdsourced
ideation on Automation for
various functions (BOTIFY)
Expanding
crowdsourced ideas
for E2E process
Product Strategy for RPA
(UNO), Virtual Assistant
(entellio), OCR/ICR (abby)
Design Thinking to
identify stakeholder
roadmap
E2E Automation for
• Finance Operations
• Invoice Processing
• Claims
• Order Management
• Marketing Operations
• Campaign Management
• Knowledge discovery
• Inside Sales
• HR Operations
• On-boarding
• Background Check
• Facial Recognition
BOND BEYOND
THE BOT
JOURNEY THAT WE TOOK FOR US – WE PRACTICE
WHAT WE PREACH
A 3 6 0 0 c a m p a i g n t o e n c o u r a g e
l i m i t l e s s t h i n k i n g , s k i l l d e v e l o p m e n t ,
n u r t u r i n g a c u l t u r e o f i n n o v a t i o n a n d
c r e a t i v i t y … e x p e r i e n c e t h r o u g h
i n c l u s i v i t y
B u i l t o n o p e n s o u r c e , A c u m o s i s a
• D i s t r i b u t e d A I m a r k e t p l a c e
• P l a t f o r m t o h a r m o n i z e A I s o l u t i o n s
• E c o s ys t e m t o e x p e d i t e c o l l a b o r a t i o n
& i n n o v a t i o n
DEMOCRATIZING
EXTERNALLY AND INTERNALLY
AI
TechM Growth Factory building skills to its
workforce and beyond on Artificial
Intelligence
DEMOCRATIZING
EXTERNALLY AND INTERNALLY
AI
Partnership with the Global Climate Action
Summit (GCAS) to launch #AI4Action, the
first global Artificial Intelligence (AI)
challenge on Acumos aimed at delivering
solutions for climate change.
Questions

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Keynote - Jagdish Mitra - Democratizing AI - H2O AI World London 2018

  • 1. DEMOCRATIZING AI J A G D I S H M I T R A Chief Strategy & Marketing Officer, Tech Mahindra
  • 2. • 113000+ associates across 90+ c ountries • 1200 clients globally • Growth > 10% YOY • Top NON US company among the FORBES DIGITAL 100 globally • Top IT services company among t he FORBES DIGITAL 100 globally
  • 3. Copyright © 2018 | Tech Mahindra | All rights reserved. AI HAS ACHIEVED SOME I N C R E D I B L E F E AT S
  • 4. Copyright © 2018 | Tech Mahindra | All rights reserved. Av e r a g e + 3 0 % I N C R E A S E i n i n d u s t r y s h a r e o f p r o f i t b y 2 0 3 5 $ 1 5 . 7 T R I L L I O N w i l l b e a d d e d b y A I i n G l o b a l E c o n o m yPROMISE VALUE HOPE S o u r c e : F r o n t i e r E c o n o m i c s , C N B C , N C B I , U S C o u r t s . P w C , G a r t n e r U s e o f A I / M L i n s o c i a l i m p a c t , l e g a l , d i s e a s e d i s c o v e r y
  • 5. Copyright © 2018 | Tech Mahindra | All rights reserved. AT THE SAME TIME AI HAS B R O U G H T I N
  • 6. LIMITED ADOPTION 2 0 % o f c o m p a n i e s h a v e i n c o r p o r a t e d A I i n s o m e o f f e r i n g s o r p r o c e s s e s . 5 % c o m p a n i e s h a v e e x t e n s i v e l y i n c o r p o r a t e d A I i n o f f e r i n g s o r p r o c e s s e s . T h e l a r g e s t c o m p a n i e s — t h o s e w i t h a t l e a s t 1 0 0 , 0 0 0 + e m p l o y e e s — a r e t h e m o s t l i k e l y t o h a v e a n A I s t r a t e g y, b u t l e s s t h a n h a l f h a v e o n e . O u r O b s e r v a t i o n : S i l o ’ e d v i e w o f A I s t r a t e g y, l a c k o f s y n e r g y a c r o s s f u n c t i o n s , R O I , f u n d i n g S o u r c e : M I T S t u d y
  • 7. LIMITED CONFIDENCE I m p a c t o f A I o n e n t e r p r i s e i s l i m i t e d t o p r o d u c t i v i t y a n d c o s t O N E Y E A R o r m o r e a v e r a g e t i m e r e q u i r e d f o r v a l u e r e a l i z a t i o n f o r c o m p l i c a t e d u s e - c a s e s w i t h h u g e u p f r o n t i n v e s t m e n t A v a i l a b i l i t y o f i n t e g r a t e d , u n b i a s e d a n d c l e a n t r a i n i n g d a t a O u r o b s e r v a t i o n : L a c k o f d a t a a v a i l a b i l i t y, t a l e n t / s k i l l s , f u n d i n g , b u s i n e s s c a s e
  • 8. H U M A N M I N D S U N D E R S TA N D L I N E A R L O G I C Yo u r m o r t g a g e a p p l i c a t i o n i s r e j e c t e d b e c a u s e y o u r b u y i n g p a t t e r n i s e r r a t i c , y o u r w i f e l o s t h e r j o b , y o u h a d h i g h i n s u r a n c e c l a i m s f o r y o u r d e p e n d e n t p a r e n t s , m a r k e t i s v o l a t i l e a n d y o u ’ v e a b a d c r e d i t h i s t o r y … Yo u r m o r t g a g e a p p l i c a t i o n i s r e j e c t e d b e c a u s e y o u ’ v e b a d c r e d i t h i s t o r y MORE CONFUSION O u r o b s e r v a t i o n : L a c k o f t r u s t w i t h e n d c u s t o m e r
  • 9. Copyright © 2018 | Tech Mahindra | All rights reserved. S O , H O W D O E S A N E N T E R P R I S E S C A L E A I F O R C R E AT I N G A B U S I N E S S I M PA C T
  • 10. IT IS MORE IMPORTANT TO KNOW WHERE AI CAN’T YET PROVIDE VALUE
  • 11. 6 STEPS TO USE AI BEYOND AUTOMATION TO CREATE BUSINESS VALUE I d e n t i f y a l l t o u c h p o i n t s t o e n h a n c e C x e . g . h y p e r - p e r s o n a l i z e d p r o m o s b a s e d o n b u y i n g p a t t e r n ( R e c o m m e n d a t i o n e n g i n e ) P r o c e s s , P r o d u c t a n d P l a t f o r m s s t r a t e g y t o i d e n t i f y r i g h t i n t e r v e n t i o n s f o r A I e . g . V i s i o n o f e n d o b j e c t i v e f o r a n E 2 E A I e n a b l e d p r o c e s s S c a l a b l e e n o u g h f o r a f u t u r e s t a t e e . g . U s i n g s o c i a l - m e d i a f o r P r o d u c t i n n o v a t i o n ( D e e p L e a r n i n g ) I d e n t i f i c a t i o n o f E 2 E e n t e r p r i s e p r o c e s s g a p s e . g . C o g n i t i v e P r o c u r e m e n t A d v i s o r y , I t e m M a s t e r l i s t r a t i o n a l i z a t i o n ( D a t a s c i e n c e , Te x t A n a l y t i c s ) I n t e g r a t e d v i e w o f d a t a a t e v e r y l e v e l e . g . C R M , O m n i - c h a n n e l , P r o d u c t c a t a l o g u e B u i l d i n g b l o c k s o f Te c h n o l o g y a r e a v a i l a b l e t o c r e a t e r i g h t e x p e r i e n c e e . g . C o n n e c t e d s y s t e m s a n d i n f r a s t r u c t u r e f o r A I t o c r e a t e r i g h t e x p e r i e n c e
  • 12. EMBRACE A CULTURE WHERE MAN AND MACHINE ESTABLISH A BOND E n c o u r a g e o p e n “ A I c u l t u r e ” f o r d i g i t a l w o r k f o r c e t o c r e a t e m u l t i p l i e r e f f e c t E f f e c t i v e l y i m p l e m e n t C h a n g e M a n a g e m e n t t o e s t a b l i s h M a n - M a c h i n e C o l l a b o r a t i o n C r o w d s o u r c e c a p a b i l i t y t o c r e a t e n e w d i s r u p t i v e b u s i n e s s o p p o r t u n i t i e s
  • 13. Global wealth Management Customer approached us for back-office Automation Broken Process, Disparate AI strategy, Disparate technology by Function Setup an AI CoE to build a uniform strategy for Process, Product and Platform Ideation to enable unconstrained thinking (“AI Thinking”) Process evaluation of Back-office operations Process re-design, Business Modeller, Business Outcome Design Thinking to identify stakeholder roadmap Product Roadmap Design and development RITA BOND BEYOND THE BOT JOURNEY THAT WE TOOK WITH A GLOBAL WEALTH MANAGEMENT MAJOR TO TAKE ARTIFICIAL INTELLIGENCE BEYOND AUTOMATION
  • 14. Global CPG Customer approached us for RPA implementation Helped in Product evaluation – RPA, Knowledge Discovery tool NesBOT implemented across entire IT landscape Pilot for RPA (UNO) and NLP Bot Process re-design, Platform for BOT orchestrattion Integration of Voice BOT with RPA and AI AIOps adopted as a future roadmap BOND BEYOND THE BOT JOURNEY THAT WE TOOK WITH A GLOBAL CONSUMER GOODS COMPANY FOR INTELLIGENT AUTOMATION IN IT OPERATIONS
  • 15. Pockets of automation for maintaining our internal tools (CIO function) Lack of integrated data layer – data strategy AI CoE was in place, initiated crowdsourced ideation on Automation for various functions (BOTIFY) Expanding crowdsourced ideas for E2E process Product Strategy for RPA (UNO), Virtual Assistant (entellio), OCR/ICR (abby) Design Thinking to identify stakeholder roadmap E2E Automation for • Finance Operations • Invoice Processing • Claims • Order Management • Marketing Operations • Campaign Management • Knowledge discovery • Inside Sales • HR Operations • On-boarding • Background Check • Facial Recognition BOND BEYOND THE BOT JOURNEY THAT WE TOOK FOR US – WE PRACTICE WHAT WE PREACH
  • 16. A 3 6 0 0 c a m p a i g n t o e n c o u r a g e l i m i t l e s s t h i n k i n g , s k i l l d e v e l o p m e n t , n u r t u r i n g a c u l t u r e o f i n n o v a t i o n a n d c r e a t i v i t y … e x p e r i e n c e t h r o u g h i n c l u s i v i t y B u i l t o n o p e n s o u r c e , A c u m o s i s a • D i s t r i b u t e d A I m a r k e t p l a c e • P l a t f o r m t o h a r m o n i z e A I s o l u t i o n s • E c o s ys t e m t o e x p e d i t e c o l l a b o r a t i o n & i n n o v a t i o n DEMOCRATIZING EXTERNALLY AND INTERNALLY AI
  • 17. TechM Growth Factory building skills to its workforce and beyond on Artificial Intelligence DEMOCRATIZING EXTERNALLY AND INTERNALLY AI Partnership with the Global Climate Action Summit (GCAS) to launch #AI4Action, the first global Artificial Intelligence (AI) challenge on Acumos aimed at delivering solutions for climate change.

Editor's Notes

  1. COO – example includes CEMEX where we
  2. COO – example includes CEMEX where we
  3. COO – example includes CEMEX where we
  4. COO – example includes CEMEX where we