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Lucidata Introduction
Geoffrey Clark | 2016-04-04 | US-WA-SEA
copyright Lucidata 2016
How to address this imbalance?
http://www.delphianalytics.net/
What is our Vision?
• We help customers wrangle their data
– Schema-less solutions are fundamentally incomplete.
– Schema (i.e. metadata) is required for solid and sustainable data analysis and
management.
– Only an enterprise view of data assets can complement an enterprise business
strategy.
– Frequently, market intelligence data is also desired to enrich, integrate and
contextualize corporate data.
• We provide consulting 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 analytics products
– Keep your investment in data schemas up to date and ready for strategic
questions, especially the ad-hoc and unexpected.
copyright Lucidata 2015
Who is Lucidata?
• Geoffrey Clark, Principal and CEO
– Data Modeler: logical and rational DW
– Solution Architect: analytics
– Strategy : risks, what-if, sims, wargames
• Associates at Lucidata
– Senior Data Modeler, requirements expert
– Advanced Analytics experts
– Senior GIS analysts and FOSS4G development
copyright Lucidata 2015
Who are our partners?
Partners
• MicroStrategy
• Actian
• Datamorphosis
• SimaFore
• The Dupuy Institute
• Air Transport Research
Society
• Tamr
• SpaceCurve
• ...others
Customers
• GM
• Chrysler
• Con-way
• Takata
• NEC
• LLamasoft
• INFORMS
• Classmates
• Hilton Worldwide
• ...others
Independent Consultants
• We are technology agnostic, we do not profit by
any technology preference or recommendation.
• We recommend evaluating open source
technology whenever possible.
• We do form partnerships with companies with
superior products that we frequently recommend.
• We prefer to have direct relationships 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 2015
What is our Vision?
• We help customers wrangle their data
– open source software, automation and “big data techniques”
have dramatically lowered the costs for integrating data and
democratizing analytics.
– if you have not integrated your data, your competitors are
working on it, and they want to eat your lunch.
• We provide consulting 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 analytics products
– Keep your investment in data schemas up to date and ready for
strategic questions, especially the ad-hoc and unexpected.
copyright Lucidata 2015
Simulate
Optimize
Forecast
Derive (data mining)
Summarize & Describe (statistics)
Visualize
Join & Filter (data warehousing)
Measure & Store (source systems)
Entities & Relationships (data modeling)
BIEASTATSOR
Analytics
Quality
AMATEUR PROFESSIONAL
... rest upon this
foundation
What is Analytics?
copyright Lucidata 2015 8
The universe of Data
Where did you get your information ?
DatatoInforefinement
Generated
insights $$$
Try Titan, our analytics kickstarter
Market
TMS
CRM
Lucidata Titan
Standard BI
Formal, Trusted,
Shared, Public
Data Exploration
Ad-hoc, Agile
Experimental
indivi
duals
Power
Users
Clean, Load
& Join Data
Form New
BI Questions
Analyze
Data
Find New Data
Analytics User Segments
FIN
Your
Data
Knowledge,
Definitions,
Hierarchies,
Relationships
Ad-Hoc Data
Playground
Standard,
Industry
DataIndustry
Reference
Executives,
Managers
Analysts,
Knowledge
Workers
Technical Challenge, Data Integration Cultural Challenge, User Integration
How Unique is your data?*
* is that a source of advantage, or confusion?
Global Omni-Mode Trip Planner
Examples – intelligence projects from
Lucidata, using Titan geoserver
Flights that traverse volcanic ash
clouds risk damaging their engines,
and risking the safety of passengers
and crew. Are ATC and airline
procedures adequate to avoid this risk?
Let’s run a “what-if” simulation with
the new procedure proposal ...
Competitive Intelligence for LTL
trucking on Network Terminal Capacity,
as defined by “door pressure” average
loaded or unloaded pounds per door
per shift. This was done with
“mechanical turk” labor as business
process outsourcing.
Example - Sales Performance
Management, market share by ZIP
copyright Lucidata 2015
Examples - military projects from
Lucidata, using Titan geoserver
Where were US
Navy assets when
China declared the
East China Sea ADIZ?
How to connect to the world of Supply
Chain, Logistics and Transportation?
Oracle
Transportation
Manager
Magic Quadrant #1
TMS system.
Purchased from G-
Log, evolved since
then, a massive set
of tables and
columns.
Better automate
data integration.
Example - data enrichment for a
trucking cloud software provider
copyright Lucidata 2015
Let’s automate adding NOAA weather
data into your analytics environment
copyright Lucidata 2015
Standard NOAA data
model, by Lucidata
available in Titan
Data Architecture for Retail Chain
copyright Lucidata 2015
Example Sensor Data Model
Columnar
MPP
copyright Lucidata 2015 18

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Introducing Lucidata Informatics, Analytics Products and Services

  • 1. Lucidata Introduction Geoffrey Clark | 2016-04-04 | US-WA-SEA copyright Lucidata 2016
  • 2. How to address this imbalance? http://www.delphianalytics.net/
  • 3. What is our Vision? • We help customers wrangle their data – Schema-less solutions are fundamentally incomplete. – Schema (i.e. metadata) is required for solid and sustainable data analysis and management. – Only an enterprise view of data assets can complement an enterprise business strategy. – Frequently, market intelligence data is also desired to enrich, integrate and contextualize corporate data. • We provide consulting 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 analytics products – Keep your investment in data schemas up to date and ready for strategic questions, especially the ad-hoc and unexpected. copyright Lucidata 2015
  • 4. Who is Lucidata? • Geoffrey Clark, Principal and CEO – Data Modeler: logical and rational DW – Solution Architect: analytics – Strategy : risks, what-if, sims, wargames • Associates at Lucidata – Senior Data Modeler, requirements expert – Advanced Analytics experts – Senior GIS analysts and FOSS4G development copyright Lucidata 2015
  • 5. Who are our partners? Partners • MicroStrategy • Actian • Datamorphosis • SimaFore • The Dupuy Institute • Air Transport Research Society • Tamr • SpaceCurve • ...others Customers • GM • Chrysler • Con-way • Takata • NEC • LLamasoft • INFORMS • Classmates • Hilton Worldwide • ...others
  • 6. Independent Consultants • We are technology agnostic, we do not profit by any technology preference or recommendation. • We recommend evaluating open source technology whenever possible. • We do form partnerships with companies with superior products that we frequently recommend. • We prefer to have direct relationships 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 2015
  • 7. What is our Vision? • We help customers wrangle their data – open source software, automation and “big data techniques” have dramatically lowered the costs for integrating data and democratizing analytics. – if you have not integrated your data, your competitors are working on it, and they want to eat your lunch. • We provide consulting 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 analytics products – Keep your investment in data schemas up to date and ready for strategic questions, especially the ad-hoc and unexpected. copyright Lucidata 2015
  • 8. Simulate Optimize Forecast Derive (data mining) Summarize & Describe (statistics) Visualize Join & Filter (data warehousing) Measure & Store (source systems) Entities & Relationships (data modeling) BIEASTATSOR Analytics Quality AMATEUR PROFESSIONAL ... rest upon this foundation What is Analytics? copyright Lucidata 2015 8 The universe of Data Where did you get your information ? DatatoInforefinement Generated insights $$$
  • 9. Try Titan, our analytics kickstarter Market TMS CRM Lucidata Titan Standard BI Formal, Trusted, Shared, Public Data Exploration Ad-hoc, Agile Experimental indivi duals Power Users Clean, Load & Join Data Form New BI Questions Analyze Data Find New Data Analytics User Segments FIN Your Data Knowledge, Definitions, Hierarchies, Relationships Ad-Hoc Data Playground Standard, Industry DataIndustry Reference Executives, Managers Analysts, Knowledge Workers Technical Challenge, Data Integration Cultural Challenge, User Integration How Unique is your data?* * is that a source of advantage, or confusion?
  • 11. Examples – intelligence projects from Lucidata, using Titan geoserver Flights that traverse volcanic ash clouds risk damaging their engines, and risking the safety of passengers and crew. Are ATC and airline procedures adequate to avoid this risk? Let’s run a “what-if” simulation with the new procedure proposal ... Competitive Intelligence for LTL trucking on Network Terminal Capacity, as defined by “door pressure” average loaded or unloaded pounds per door per shift. This was done with “mechanical turk” labor as business process outsourcing.
  • 12. Example - Sales Performance Management, market share by ZIP copyright Lucidata 2015
  • 13. Examples - military projects from Lucidata, using Titan geoserver Where were US Navy assets when China declared the East China Sea ADIZ?
  • 14. How to connect to the world of Supply Chain, Logistics and Transportation? Oracle Transportation Manager Magic Quadrant #1 TMS system. Purchased from G- Log, evolved since then, a massive set of tables and columns. Better automate data integration.
  • 15. Example - data enrichment for a trucking cloud software provider copyright Lucidata 2015
  • 16. Let’s automate adding NOAA weather data into your analytics environment copyright Lucidata 2015 Standard NOAA data model, by Lucidata available in Titan
  • 17. Data Architecture for Retail Chain copyright Lucidata 2015
  • 18. Example Sensor Data Model Columnar MPP copyright Lucidata 2015 18