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©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Digital	Disruption	And	The	Future	Of	
Work
What	Happens	In	An	AI	Driven	World
MAY	15TH 2018
R	“RAY”	WANG	(@RWANG0)	
PRINCIPAL	ANALYST	&	CHAIRMAN
1@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 2
52%	of	the	Fortune	500	
firms	since	2000	are	gone
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 3@rwang0	#Nasscom_ILF #FutureofWork
What’s	the	hottest	performing	stock	since	2010?
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. @rwang0	#DisruptingDigital
Welcome	to	the	post-sale,	on-
demand,	attention	economy!	
(2014)
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Lessons	Learned	From	Disrupting	Digital
5@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 6@rwang0	#DisruptingDigital
Digital	disruption	is	more	than	just	a	
technology	shift.		It’s	about	
transforming	business	models	and	how	
we	engage.
1
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Design	Thinking	Inspired	User	Experience
Mobile Social Cloud Big	Data IOT 3D	Printing
Tech	convergence	powers	digital	disruption
7@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 8@rwang0	#DisruptingDigital
Social	creates	new	verbs	and	experiences	that	
bring	people	and	networks	together
Twitter	– I	need	to	pee
Facebook – I	pee’d
Google+	- More	pee	in	circles
FourSquare – I’m	peeing	here
Pinterest – My pee scrapbook
Instagram – My pee in	sepia
LinkedIn	– Hire	me	to	pee
Path	– Watch	me	pee	privately
You Tube	– Watch	me	pee
Vine – Watch	my pee	loop
SnapChat – I	have	no	proof	I	pee’d
Jelly	– Does	this	look	like	pee?
What’s	app	– I	told	you	I	pee’d
Periscope– Watch	me	pee	live
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 9@rwang0	#DisruptingDigital
Uber incorporates	five	key	pillars
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Talent	programs	must	
incorporate	business	model	
design	in	the	curriculum
10@rwang0	#DisruptingDigital
Lesson	Learned 1
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 11@rwang0	#DisruptingDigital
We	move	from	selling	products	and	
services	to	keeping	brand	promises	in	
an	attention	economy.
2
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 12@rwang0	#DisruptingDigital
Digital	accelerates	business	model	transformation
• Product	companies	give	away	product	for	service	
revenues.
• Service	based	businesses	sell	experiences	at	varying	
price	points	and	service	levels.
• Experience	based	businesses	selling	business	
models
• Business	model	companies	sell	peace	of	mind.
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 13@rwang0	#DisruptingDigital
Medical	device	companies	just	don’t	sell	imaging	
systems
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 14@rwang0	#DisruptingDigital
Disney	doesn’t	just	sell	theme	park	tickets
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 15@rwang0	#DisruptingDigital
Disney	fully	applies	mobile	and	data	as	the	
gateway	to	new	customer	experiences
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. @rwang0	#DisruptingDigital
You're	not	competing	with	
another	company,	you're	really	
competing	for	time	and	attention
(2010)
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Support	the	brand	promise	
when	considering	talent	
advancement
17@rwang0	#DisruptingDigital
Lesson	Learned 2
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 18@rwang0	#DisruptingDigital
Data	is	the	foundation	of	digital	
business.	Every	touch	point,	every	click,	
every	digital	exhaust	is	relevant	insight.
3
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 19
Data	and	content	explosion	goes	exponential
90%	of	data	
created	in	last	
2	years	2014,	
1	year	2015,	
1	sec	2020
80	Billion	
sensors	in	
devices	by	
2020
100Mviral	
connections	
per	minute	by	
2020
60%	of	
mission	critical	
data	will	reside	
outside	four	walls	
by	2020
19@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 20@rwang0	#DisruptingDigital
Use	big	data	context	to	improve	analytical	insight	
to	make	better	decisions
Data	Sources
Information	&	
Orchestration
Insight
Decisions	&	
Actions
Technology
Driven
Line	of	
Business	Driven
• Structured
• Semi-structured
• Unstructured
• Physical
• Virtual
• Machine
• Contextual
• Performance
• Deduction
• Inference
• Prediction
• Next	best	action
• Prevention
• Suggestion
• No	action
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Design	for	data	in	order	to	
augment	decision	making
21@rwang0	#DisruptingDigital
Lesson	Learned 3
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 22@rwang0	#DisruptingDigital
If	20	%	of	your	revenue	is	not	an	insight	
stream	by	2020,	you	won’t	have	a	
digital	biz	model
4
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 23@rwang0	#DisruptingDigital
The	future	is	big	data	business	models	built	on	
insight
Insight	based	
differentiation
Drive	demand
Create	new	service	
offerings
Improve	c-sat
Drive	lower	cost	
models
Insight	brokering
Raw	information
Analysis	and	insights
Benchmarking
Insight	based	
business	platforms
Marketplaces
Deal	making
Advertising
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 24@rwang0	#DisruptingDigital
Manufacturing	and	the	IOT	of	toasters?
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 25@rwang0		#DisruptingDigital
New	business	models	powered	by	data
Customer	
experience	
monitoring
Remote	
field	
service
Toasts	as	a	
service
Direct	to	
consumer
Cross-sell
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Use	insights	to	transform	future	
employee	experiences
26@rwang0	#DisruptingDigital
Lesson	Learned 4
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 27@rwang0	#DisruptingDigital
Digital	artisans	emerge	to	humanize	
digital	across	the	organization
5
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 28@rwang0	#DisruptingDigital
We	must	invest	in	digital	artisans	in	order	to	
humanize	digital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
“Design	thinking	is	a	methodology	to	
unlock	solutions	to	questions	you	
never	would	have	asked”	(@rwang0)
29@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Change	hiring	practices	to	
include	diversity	of	thought
30@rwang0	#DisruptingDigital
Lesson	Learned 5
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 31@rwang0	#DisruptingDigital
Design	for	human	segments	of	one
6
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 32@rwang0	#DisruptingDigital
Context	provides	relevancy	from	real	time	to	right	
time
ContextRoles
Relation-
ships
Time
Location
Know-
ledge Weather
Business	
process
Sentiment
Intent
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 33@rwang0	#DisruptingDigital
Choose	your	own	adventure	journeys
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 34@rwang0	#DisruptingDigital
Intention	driven	design	“skate	where	the	puck	will	
be”	or	anticipatory	analytics
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 35@rwang0	#DisruptingDigital
Contextual	relevancy	earns	you	the	permission	to	
engage	and	identify	the	next	best	action
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 36@rwang0	#DisruptingDigital
Deliver	brand	promises	via	orchestration	across	
personas,	processes,	and	the	graph
Content
Context
Channels
Anticipatory	
Analytics
Catalysts
Choices
Monetary
Personalization	at	
Scale
Immersive	
Experiences
Value	
Exchange
Cadence
AI/	Cognitive	
Reckoning
Atomic	Level	Customer	Journeys,	IOT	Smart	Services,	Work	Streams,	&	Block	Chains	
Non	Monetary
Collaboration
Consensus
2 3 4
6
Machine	
Learning
1
7
Digital	Footprint	
&	Exhaust
5
Orchestration	of	Trust
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
6
Prevention
37
The	seven	outcomes	of	AI
3
Suggestion
4
Automation
5
Prediction
What	do	
you	
recommend?
What’s	
happening	
now?
What	do	I	
need	to		
know?
What	should
I	always
do?
What	can	I	
expect	to
happen?
What	
can	I	
avoid	?
What	do	I	
need	to	do
right	now?
7
Situational
Awareness
1
Perception
2
Notification
@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 38
Candidates	for	AI	driven	automation	and	analytics
@rwang0	#DisruptingDigital
Repetitiveness
Volume
Complexity
Time	to	complete
Nodes	of	interaction
Physical	presence
Human	Powered AI	Powered
HighLow
BothBoth
LowHigh
HighLow
HighLow
HighLow
Augmenting	Humanity
Creativity LowHigh
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Craft	new	employee	
experiences	with	hyper	
personalization
39@rwang0	#DisruptingDigital
Lesson	Learned 6
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 40@rwang0	#DisruptingDigital
Five	generations	of	people	by	digital	
proficiency,	not	age
7
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 41@rwang0	#DisruptingDigital
5	generations	of	digital	people	not	by	age	but	by	
digital	proficiency
Digital	
Proficiency
1.	Digital	
Natives
comfortable	in	engaging	
all	digital	channels 2.	Digital	
Immigrants
crossed	the	chasm	
into	the	digital	world,	
forced	into	
engagement	with	
digital	channels
3.	Digital	
Voyeurs
Recognize	the	shift	to	digital	
but	not	ready	to	be	active	yet	
themselves
4.	Digital	
Holdouts
Resisting	the	shift	to	digital,	
ignoring	the	impact
5.	Digitally
Disengaged
Understand	digital	
but	avoiding	
engagement	on	
purpose,	often	for	
privacy	reasons
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Use	digital	proficiency	to	
promote	and	improve	inclusion
42@rwang0	#DisruptingDigital
Lesson	Learned 7
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Disrupting	Digital	Business
43@rwang0	#DisruptingDigital
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. @rwang0	#DisruptingDigital
Digital	Darwinism	is	unkind	to	
those	who	wait
(2010)	
44
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 45@rwang0	#DisruptingDigital
The	reality	of	how	we	allocate	is	set	up	for	margin
Brand
Strategic	
differentiation
Revenue	growth
Operational	efficiency
Regulatory	compliance
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 46@rwang0	#DisruptingDigital
Growth	requires	the	flip	in	the	pyramid	with	
automation	and	software	providing	scale
Brand
Strategic	differentiation
Revenue	growth
Operational	
efficiency
Regulatory	
compliance
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved. 47@rwang0	#DisruptingDigital
Five	steps	to	get	started	in	going	digital	with	
innovation	in	talent	advancement
Design	new	
experiences	
and	outcomes
Develop	a	
culture	of	
digital	DNA
Apply	new		
business	models	
and	technologies	
to	existing	
infrastructure
Move	from	gut	
to	data	driven	
decisions
Co-create	and	
co-innovate	
with	new	
partners
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
R	“Ray”	Wang
+1.650.918.6619
R@ConstellationR.com
@rwang0
www.raywang.org
www.ConstellationR.com
Thank	you.	
Any	questions?
San	Francisco	|	Andalucia |	Belfast	|	Boston	|	Chicago	|	Colorado	Springs	|	Cupertino	|	Denver	|	Irvine	|	London	|	Madrid	
New	York	|	NOVA	|Pune	|	Sacramento	|	Santa	Monica	|	Sedona	|	Sydney	|	Tokyo	|	Toronto	|	Washington,	D.C.
www.constellationR.com
San	Francisco	|	Belfast	|	Boston	|	Colorado	Springs	|	Cupertino	|	Denver	|	London	|	Miami	|	New	York
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www.constellationR.com
©	2010-2018 Constellation	Research,	Inc.	All	rights	reserved.
Join	me	and	other	innovators	at
Join	me	and	other	innovators	at
Constellation’s
Connected	Enterprise
The	Ritz	Carlton,	Half	Moon	Bay,	CA	|	October	22-25,	2018	|	www.constellationevents.com
50

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