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Introducing	Titan	geo-server		
data	container	and	services
Geoffrey	Clark	|	2016-03-29	|	US-WA-SeaCle	
copyright	Lucidata	2016
How	to	connect	to	the	world	of	Supply	
Chain,	LogisKcs	and	TransportaKon?
Oracle	
TransportaKon	
Manager	
	
Magic	Quadrant	#1	
TMS	system.	
	
Purchased	from	G-
Log,	and	evolved	
since	then.	
	
Why	not	let	the	
machines	do	it?
Use	Lucidata	Titan	server	
Market
TMS
CRM
Lucidata Titan
Standard	BI	
Formal,	Trusted,		
Shared,	Public	
Data	Explora6on	
Ad-hoc,	Agile	
Experimental	
indivi
duals	
Power		
Users	
Clean,	Load		
&	Join	Data	
Form	New		
BI	QuesKons	
Analyze	
Data	
Find	New	Data	
Analytics User Segments
FIN
Your	
Data	
Knowledge,	
DefiniKons,	
Hierarchies,	
RelaKonships		
Ad-Hoc	Data	
Playground	
Standard,	
Industry	
Data	Industry
Reference
ExecuKves,		
Managers	
Analysts,		
Knowledge	
Workers	
Technical	Challenge,	Data	IntegraKon
 Cultural	Challenge,	User	IntegraKon
How	Unique				is	your	data?*
*	is	that	a	source	of	advantage,	or	confusion?
Global	All-Modes	rouKng
Mk1	has	
Road	
Walk	
Air	
Sea	
River	
	
Mk2	has	
Space	&	
Cyber
What	does	“ALL”	modes	mean?
Why	do	we	care?
McLean’s	shipping	container	revoluKon	cut	the	cost	of	
seabourne	trade	by	a	factor	of	50	versus	loose-cargo	
stevedoring.		--	Fred	Smith,	CEO	of	Fedex	Corp.	via	WSJ.	
We	aim	to	do	the	
same	for	supply	
chain,	logisKcs	and	
transportaKon	data.	
How?			
StandardizaKon.
How	much	Kme	do	you	
spend	cleaning	up	data?
Don’t	do	manual	data	integraKon!
Where	does	the	data	come	from?	
Our	Data	Factory
Lots	of	data	available	for	purchase	and	
integraKon,	pending	upon	need.
How	does	MulK-Modal	RouKng	work?
mulK-modal	network	
topology	is	a	combinaKon	of	
movements	linked	together	
in	a	spaKal	network	topology	
which	can	be	routed	as	a	
single	network.			
	
It	requires	your	network	
nodes	and	flows	to	setup	and	
work	correctly	and	quickly	for	
your	supply	chain.
How	do	I	get	lanes	routed?
Use	this	call	this	service	to	
input	any	Origin	DesKnaKon	
pair	and	select	one	or	more	
modes	to	get	a	path	across	the	
network	topology.	
	
SQL	access	via	JDBC,	ODBC.	
Bolt-on	to	MS	SQL	Server	via	
FDW,	or	we	can	custom	build	
an	API.	
	
Connect	to	Supply	Chain	Guru	
or	SCID	and	customize	your	
costs!
What	databases	do	we	use?
Greenplum	4.3	
MPP	and	columnar
PostgreSQL	9.5	
Row-wise	service	
Geo-SpaKal	analyKcs	
Omni-mode	global	
rouKng
 Neo4j	+	spaKal	
RDF	Triple	store
Data,	Metadata,	Solware.		
Exact	manifest	and	pedigree	to	be	determined	at	order	Kme.	
	
	
 Our	reference	architecture	
supports	structuring	data	in	
3	different	ways.
Available	now
What	data	is	available?	(parKal	list)
Where	does	the	data	come	from?
Mostly,	Uncle	Sam,	but	global	data	sets	from	many	Intra-Governmental	OrganizaKons
Source,	DHL,	Global	Connectedness	Survey		
The	Presiden6al	Open	
Data	Ini6a6ve	
	Let’s	democraKze	Uncle	
Sam’s	data!
What	is	in	the	box?
The	Lucidata	Titan	is	a	standardized	container	is	a	server	running	in	your	environment	to	provide	a	reliable	reference	data	services,	and	
supply	chain	geo-analyKcs.		Buy	it	once,	or	buy	services	to	keep	it	up	to	date.	
	
Use	it	to	create	custom	sets	of	spaKal	data	infrastructure	that	matches	your	supply	chain.		This	gives	you	the	ability	to	get	granular,	routed	
visualizaKons,	but	with	much	smaller	file	size.	
	
Globally	standards	data	–	ISO,	UN,	ANSI,	DOD,	NASA,	etc	...	
Proprietary,	licensed	data	standards	are	available,	but	a	valid	subscripKon	is	required.	
	
The	data	is	open	data	–	copy	it,	distribute	it,	integrate	it,	encrypt	it	...	all	is	OK.		Please	reference	the	source	–	Lucidata	Informa=cs.	
	
It	is	a	CentOS	6.7	virtual	machine,	running	PostgreSQL	9.5.	
You	get	sudo	rights	in	linux,	and	create	table	rights	in	the	“public	schema”,	but	we	keep	the	“postgres”	user	account.	
	
Available	to	integrate	to	MS	SQL	via	Foreign	Data	Wrapper	
ODBC/JDBC,	XML,	JSON,	GeoJSON,	SQLite,	SpaKalLite.	
	
•  Data,	Metadata,	Solware.		
•  Exact	manifest	and	pedigree	to	be	determined	at	order	Kme.	
•  Build	your	data	science	team	on	a	strong	foundaKon	of	data		
	
We	will	custom	build	analyKcs	on	open	source	tools	for	you,	such	as	Rstudio	and	Shiny,	or	licensed	analyKcs	tools	like	Tableau	or	Qlik,	or	
heavyweights	like	MicroStrategy,	Jaspersol,	OBIEE.	
Data,	Metadata,	Solware.
Air	Express,	Air	Cargo	flows
Auto-route	your	e-Commerce	
shipment	file!		Select	your	service	
levels	to	see	expected	rouKng,	
service	level	and	cost.
Use	the	same	techniques	Uncle	Sam
Metadata	library
Oak	Ridge	NaKonal	Labs,	CTA
Custom	Intelligence
CompeKKve		
Intelligence	for	LTL	
trucking	on	Network	
Terminal	Capacity,	as	
defined	by	“door	
pressure”	average	
loaded	or	unloaded	
pounds	per	door	per	
shil.			This	was	done	
with	“mechanical	turk”	
labor	as	business	
process	outsourcing.
Military	Modeling	with	partners
How	to	address	this	imbalance?
hCp://www.delphianalyKcs.net/
Who	is	Lucidata?
•  Geoffrey	Clark,	Principal	and	CEO	
– Data	Modeler:	logical	and	raKonal	DW	
– SoluKon	Architect:	analyKcs	
– Strategy	:	risks,	what-if,	sims,	wargames	
•  Associates	at	Lucidata	
– Senior	Data	Modeler,	requirements	expert	
– Advanced	AnalyKcs	experts	
– Senior	GIS	analysts	and	FOSS4G	evangelists	
copyright	Lucidata	2016
What	is	our	Vision?
•  We	help	customers	wrangle	their	data	
–  open	source	solware,	automaKon	and	“big	data	techniques”	
have	dramaKcally	lowered	the	costs	for	integraKng	data	and	
democraKzing	analyKcs.	
–  if	you	have	not	integrated	your	data,	your	compeKtors	are	
working	on	it,	and	they	want	to	eat	your	lunch.	
•  We	provide	consulKng	services	
–  Technical	services	to	manage	data	and	metadata.	
–  Business	management	to	change	culture.		
–  Training	services	to	build	you	own	FTE	data	science	team.	
•  We	provide	Data-as-a-Service	analyKcs	products	
–  Keep	your	investment	in	data	schemas	up	to	date	and	ready	for	
strategic	quesKons,	especially	the	ad-hoc	and	unexpected.	
copyright	Lucidata	2016
Who	are	our	partners?
Partners	
•  MicroStrategy	
•  AcKan	
•  Datamorphosis	
•  SimaFore	
•  The	Dupuy	InsKtute	
•  Moss	Adams
•  Air	Transport	Research	
Society	
•  Tamr	
•  SpaceCurve
Customers	
•  GM	
•  Chrysler	
•  Con-way	
•  Takata	
•  NEC	
•  LLamasol	
•  INFORMS	
•  Classmates	
•  Hilton	Worldwide
We’ve	been	working	this	same	data	
standards	problem	since	2001
Independent	Consultants
•  We	are	technology	agnosKc,	we	do	not	profit	by	
any	technology	preference	or	recommendaKon.	
•  We	recommend	evaluaKng	open	source	
technology	whenever	possible.	
•  We	do	form	partnerships	with	companies	with	
superior	products	that	we	frequently	
recommend.	
•  We	prefer	to	have	direct	relaKonships	with	our	
customers,	but	this	is	not	always	possible.	
•  We	are	frequently	sold	as	“senior	talent”,	re-
branded	by	consultancies	to	impress	customers.	
copyright	Lucidata	2016
Why	MicroStrategy?
MicroStrategy	is	aCracKve	for	several	reasons:	
1.  InnovaKon	has	widened	the	available	data	management	
tools	significantly,	thus	independence	and	conKnued	R&D	
and	focus	on	interoperability	with	SQL	and	NoSQL	
soluKons	is	a	valuable	strategic	advantage.	
2.  NoSQL	solutons	are	increasingly	“Not	Yet	SQL”	
(so	says	Michael	Stonebraker),	which	means	the	ROLAP	
model	will	remain	in	place.	
3.  MicroStrategy	writes	the	best	machine-generated	SQL.	
4.  MicroStrategy	is	Enterprise	Class	(vs	Tableau)	
–  Reinforces	the	need	for	Schema,	how	does	the	data	relate?	
–  Supports	FederaKon,	important	for	Logical	Data	Warehouses	
–  Now	includes	visualizaKon	capabiliKes	*almost*	on	par
copyright	Lucidata	2016
MicroStrategy	view	of	data,	2016
MicroStrategy	Network	Viz
Simulate	
Op3mize	
Forecast	
Derive	(data	mining)	
Summarize	&	Describe	(staKsKcs)	
Visualize	
Join	&	Filter	(data	warehousing)	
Measure	&	Store	(source	systems)	
En33es	&	Rela3onships	(data	modeling)	
BI	EA	STATS	OR	
Analy3cs	
Quality	
AMATEUR	 PROFESSIONAL	
...	rest	upon	this	
foundaKon
What	is	AnalyKcs?
copyright	Lucidata	2016
 31
The	universe	of	Data
Where	did	you	get	your	informa6on	?
Data	to	Info	refinement
Generated	
insights	$$$
Reference Data
Operational
Execution Data
Strategic
Analytics
Planning Data
Forecasts , Orders and Trip Plans
Strategic Planning,
What-if Modeling
Competitive Intelligence
Game Theory, Simulation
Risk Management
Service Provider Management
Supply Chain Visibility
Exception Management
Performance Management
Continuous Improvement
Predictive Analytics
Production Schedules
Optimization Applications
Service Provider Planning
Process Improvement
Predictive Analytics
Integration, Validation,
ad-hoc Analysis
Supply	Chain	AnalyKcs
copyright	Lucidata	2016
We	are	Economists

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Lucidata Titan geo-server data container and services