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What is the Titan geo-server?
• A server that you deploy in your data
environment to implement analytics or to enrich
your existing analytics.
– loaded with open source software, the core of which
is PostgreSQL, PostGIS and pgRouting.
– loaded with open datasets for market, competitive
intelligence and geospatial analytics.
– optionally loaded with analytics modules built with
popular licensed or open-source tools.
– optionally loaded with industry data models to help
organize your data and deliver insights rapidly.
Who can use Titan geo-server?
• Do you have data integration challenges with supply
chain, logistics or transportation data?
• Are you ready to take advantage of big open datasets
to enrich and improve your predictive analytics?
• Are you tired of overpaying for spatial analytics and
routing solutions built for people rather than purpose-
built for freight (e.g. Google or Bing) ?
• Are you a ...
– Pricing, Sales or Market Analyst?
– GIS Analysts or Developer?
– Analytics Solution Architect?
– Data Scientist, Developer, or have coding ambitions?
Pricing, Sales and Market Analysts
Use Titan to ... Interface with Titan using ... And start with ...
Benchmark your network or supply chain,
measure your market share by commodity,
lane, mode, shipper industry class ...
Drag and drop objects from
the analytics environment of
your choice.
Titan, plus our pre-
built analytics in
several tooling
options, both open-
source and
licensed.
Deploy an accurate, automated quoting
engine to your potential customers, based
upon your network, tariffs and costs.
Partner with your IT and GIS
staff, and/or Lucidata.
Identify opportunities to expand your
profitable lanes, shrink your loss-making
lanes, re-balance to reduce empty miles, and
send your target lanes by commodity and
industrial class to freight bill service
providers to get actionable sales leads.
Load your data into Titan,
and use the analytics
environment of your choice.
Or, partner with your IT staff
and/or Lucidata to bolt on
Titan to your systems.
Upload your aggregate lane data to our
cloud data marketplace to get detailed
market inteligence.
Our cloud data marketplace
website (see terms and
conditions).
GIS Analysts and Developers
Use Titan to ... Interface with Titan using
...
And start with ...
Make beautiful maps by loading your
data into Titan, and using our
templates in QGIS, or extract and
enrich your spatial data environment
with our library of curated, standards-
based spatial and relational attribute
data.
QGIS, python
(PL/python, or linux cli),
SQL via JDBC/ODBC or
Foreign Data Wrapper
(FDW).
Titan, built-in
pgRouting, and
Tiger geo-coding
Accelerate your spatial and temporal
analytics by customizing an omni-
mode routing network based upon the
structure of your operations, integrated
with your tariffs and costs.
pgRouting using SQL via
JDBC/ODBC or Foreign
Data Wrapper (FDW).
Titan, built-in
pgRouting, and
Tiger geo-coding
Data Scientists, Developers
Use Titan to ... Interface with Titan using
...
And start with ...
Conduct your data mining and predictive
experiments, boosted by up to a 25 basis
point on your R^2 values.*
SQL via JDBC/ODBC or
Foreign Data Wrapper
(FDW).
Titan, plus
Rstudio and
Shiny.
Spend more time doing analysis and
producing results, less on prepatory data
work, flip the pareto into your favor.
R (PL/R or Rstudio),
python (PL/python, or linux
cli).
Titan, plus
Rstudio and
Shiny.
Schedule your best models to run, and
deploy with a variety of tools to keep your
stakeholders engaged and happy.
Drag and drop objects from
the analytics environment
of your choice.
Titan, plus our
pre-built analytics
options
Analytics Solution Architect
Use Titan to ... Interface with Titan using ... And start with ...
Deploy our pre-built analytics to deliver
immediate market intelligence analytics to
your customers.
SQL via JDBC/ODBC Titan, plus our pre-
built analytics
options
Accelerate your DW project by using one of
our industry logical data model templates.
Oracle SQL Developer Data
Modeler, ERwin, or
ER/Studio
Titan, and industry
logical data models
Bolt-on Titan to your existing data
warehouse to enable geo-spatial analytics,
deploy an omni-mode routing network and
"what-if" trip planning and simulation
engine.
Foreign Data Wrapper
(FDW), or bundle with
Talend, or Pentaho Data
Integration (PDI)
Titan, built-in
pgRouting, and
Tiger geo-coding
Automate your geocoding, and geoprofile
your customers, suppliers, carrier terminals,
DCs, sea and airports ...
Foreign Data Wrapper
(FDW), or SQL via
JDBC/ODBC
Titan, and built-in
Tiger geo-coding
further automate your data integration
challenges, using the licensed, bundled
products --->
bundle with Tamr, Talend, or
Pentaho Data Integration
(PDI)
Titan, and industry
logical data models
Global All-Modes routing
Where does the data come from?
Our Data Factory
Titan as 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?
What data is available? (partial list)
Don’t do manual data integration!
Custom Intelligence from Lucidata
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.
Military Modeling with Lucidata

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Lucidata Titan geo-analytics server

  • 1. What is the Titan geo-server? • A server that you deploy in your data environment to implement analytics or to enrich your existing analytics. – loaded with open source software, the core of which is PostgreSQL, PostGIS and pgRouting. – loaded with open datasets for market, competitive intelligence and geospatial analytics. – optionally loaded with analytics modules built with popular licensed or open-source tools. – optionally loaded with industry data models to help organize your data and deliver insights rapidly.
  • 2. Who can use Titan geo-server? • Do you have data integration challenges with supply chain, logistics or transportation data? • Are you ready to take advantage of big open datasets to enrich and improve your predictive analytics? • Are you tired of overpaying for spatial analytics and routing solutions built for people rather than purpose- built for freight (e.g. Google or Bing) ? • Are you a ... – Pricing, Sales or Market Analyst? – GIS Analysts or Developer? – Analytics Solution Architect? – Data Scientist, Developer, or have coding ambitions?
  • 3. Pricing, Sales and Market Analysts Use Titan to ... Interface with Titan using ... And start with ... Benchmark your network or supply chain, measure your market share by commodity, lane, mode, shipper industry class ... Drag and drop objects from the analytics environment of your choice. Titan, plus our pre- built analytics in several tooling options, both open- source and licensed. Deploy an accurate, automated quoting engine to your potential customers, based upon your network, tariffs and costs. Partner with your IT and GIS staff, and/or Lucidata. Identify opportunities to expand your profitable lanes, shrink your loss-making lanes, re-balance to reduce empty miles, and send your target lanes by commodity and industrial class to freight bill service providers to get actionable sales leads. Load your data into Titan, and use the analytics environment of your choice. Or, partner with your IT staff and/or Lucidata to bolt on Titan to your systems. Upload your aggregate lane data to our cloud data marketplace to get detailed market inteligence. Our cloud data marketplace website (see terms and conditions).
  • 4. GIS Analysts and Developers Use Titan to ... Interface with Titan using ... And start with ... Make beautiful maps by loading your data into Titan, and using our templates in QGIS, or extract and enrich your spatial data environment with our library of curated, standards- based spatial and relational attribute data. QGIS, python (PL/python, or linux cli), SQL via JDBC/ODBC or Foreign Data Wrapper (FDW). Titan, built-in pgRouting, and Tiger geo-coding Accelerate your spatial and temporal analytics by customizing an omni- mode routing network based upon the structure of your operations, integrated with your tariffs and costs. pgRouting using SQL via JDBC/ODBC or Foreign Data Wrapper (FDW). Titan, built-in pgRouting, and Tiger geo-coding
  • 5. Data Scientists, Developers Use Titan to ... Interface with Titan using ... And start with ... Conduct your data mining and predictive experiments, boosted by up to a 25 basis point on your R^2 values.* SQL via JDBC/ODBC or Foreign Data Wrapper (FDW). Titan, plus Rstudio and Shiny. Spend more time doing analysis and producing results, less on prepatory data work, flip the pareto into your favor. R (PL/R or Rstudio), python (PL/python, or linux cli). Titan, plus Rstudio and Shiny. Schedule your best models to run, and deploy with a variety of tools to keep your stakeholders engaged and happy. Drag and drop objects from the analytics environment of your choice. Titan, plus our pre-built analytics options
  • 6. Analytics Solution Architect Use Titan to ... Interface with Titan using ... And start with ... Deploy our pre-built analytics to deliver immediate market intelligence analytics to your customers. SQL via JDBC/ODBC Titan, plus our pre- built analytics options Accelerate your DW project by using one of our industry logical data model templates. Oracle SQL Developer Data Modeler, ERwin, or ER/Studio Titan, and industry logical data models Bolt-on Titan to your existing data warehouse to enable geo-spatial analytics, deploy an omni-mode routing network and "what-if" trip planning and simulation engine. Foreign Data Wrapper (FDW), or bundle with Talend, or Pentaho Data Integration (PDI) Titan, built-in pgRouting, and Tiger geo-coding Automate your geocoding, and geoprofile your customers, suppliers, carrier terminals, DCs, sea and airports ... Foreign Data Wrapper (FDW), or SQL via JDBC/ODBC Titan, and built-in Tiger geo-coding further automate your data integration challenges, using the licensed, bundled products ---> bundle with Tamr, Talend, or Pentaho Data Integration (PDI) Titan, and industry logical data models
  • 8. Where does the data come from? Our Data Factory
  • 9. Titan as 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?
  • 10. What data is available? (partial list)
  • 11. Don’t do manual data integration!
  • 12. Custom Intelligence from Lucidata 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.