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Innova'on	in	Ac'on:	Big	Data	&	Advanced	
Analy'cs	
September	18,	2017	 1
Recent	Progress	in	Technology	is	only	ge;ng	Faster	
Late	90s	 Early	2000	 Early	2010	 Today	2017	
Y2K	Era	
Legacy	
Moderniza>on	
Internet	
SOA	Based	
Progressive	
Moderniza>on	
&	Portals		
Cloud	&	
Mobile	
Digital,	Cloud	
Apps		
&	Mobility	
Big	Data	&	
Machine	
Learning	
2
As	an	industry,	Insurance	is	s'll	stuck	in	the	past	&	ge;ng	further	behind	
	
Digi>ze	a	“Paper”	process	–	
policy	centric,	get	enough		
to	rate,	quote	and	issues	
Enough	to	know	someone	like	
you	“homogenous	large	
pools”	
Ra>ng	models	are	based	
on	backward,	
predominantly	internal	
and	structured	sources	
Insurance		
Mercy	of	the	
intermediary	and		
the	dreaded	forms	
Disintermediated,	
digital	and	ask	less,	
know	more	and	
“converse”	
Tech	fueled	industries	
Do	whatever	it	takes	to	
know	the	customer	
con>nuously	and	
relentlessly	
Know	you	in>mately	
“pool	of	one”	
Externally	focused,	using	
unstructured	data	
3
We	Saw	Some	Big	Systemic	Industry	Problems	
INSURANCE	TODAY	
Reac>ve	.	Impersonal	.	Intermediated	
INSURANCE	TOMORROW	
Proac>ve	.	Personal	.	Disintermediated	10x	CHANGE	
ON	LOW-VALUE	
TASKS	
	
STRUCTURED	DATA	
NOT	ENOUGH	TO	ANALYZE		
AND	ASSESS	RISKS	
	
INSURERS	KNOW		
VERY	LITTLE	ABOUT		
THEIR	INSURED	
	
COST	TO	ONLY	TOUCH		
A	CUSTOMER		
1-2	TIMES	
	
70% ||||| 30-40%
?
4
S	Class	1980	
S	Class	2016	
Tesla	2016	
“Cars	with	Computers”	
•  Looks	contemporary	
•  Built	on	new	technology		
•  BUT	gets	outdated	every	7	years	
•  Expensive	to	run	and	maintain	
•  Electric	&	par>ally	autonomous	
•  No	engine,	no	maintenance,		
no	down>me,	no	emissions,	
	no	noise,		
•  Minimal	deprecia>on	
•  Always	updated	automa>cally	
Fully	autonomous	vehicles	
“Computers	with	Wheels?”	
•  Electric	+	mostly	autonomous	
•  Low	cost	to	no	cost	vehicles		
•  Vehicles	interac>ng	with	each	other	
•  Planning	and	Logis>cs	networks	redefined	
Exponen'al	
Linear	
Approach	to	solving	–	10%	(Linear)	or	10x	(Exponen'al)	
5
Would	your	Underwri'ng	Decision	or	Rate	change	if	…..	
¤  Directors/Officers	had	fraudulent	or	criminal	history?		
¤  Business	was	ge_ng	into	serious	li>ga>on	under	another	name?	
¤  Customers	were	giving	bad	reviews	about	product	or	service	quality?	
¤  Employees	were	complaining	of	harassment	or	unsafe	work	environment	?	
¤  A	trucking	company	was	o`en	carrying	dangerous	cargo?		
¤  A	restaurant	was	actually	a	bar	with	adult	entertainment	and	history	of	‘incidents’	?	
6
and…..	
¤  What	if	we	could	get	them	instantly?	
¤  What	if	you	could	do	it	without	human	interven>on?	
¤  What	if	you	could	just	do	this	like	asking	Alexa/Siri	i.e.		
a	conversa>on?	
7
We	are	only	just	star'ng		
Imagine	it	being	the	1M	pixel	Camera	but	we	are	doubling	every	year	
	
2014	
Product	Imagined	–		
Our	“moonshot”	
	
2015	
Batch	Machine	Learning	
Structured/Unstructured	
Text	
Report	Based	
	
2017	
Real	Time	Machine	Learning	
Structured/Unstructured	
Text	+	Images	
Report	Based	
	
2018	
Real	Time	Machine	Learning		
Structured/Unstructured			
Text	+	Images	+	Video		
Conversa>onal	
LINEAR	GROWTH	
XPONENTIAL	GROWTH	
WHEN?	
8
Ten	years	from	now,	
when	we	look	back	at	how		
this	era	of	Big	Data	evolved...	
	
We	will	be	stunned	at	how	uninformed		
we	used	to	be	when	we	made	decisions	
	
-	Billy	Bosworth,	DataStax	CEO	(2015)	
9

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