Download to read offline
Uploaded byGeoffrey Clark
Lucidata Titan geo-server data container and services
Titan geoserver is a server that deploys data and services to implement analytics and automate data integration. It is loaded with open source software like PostgreSQL, PostGIS and pgRouting as well as open datasets and optional analytics modules. Titan aims to standardize, automate and focus data, analytics and data science on freight and logistics to cut costs associated with data cleaning and integration. It can provide answers to business and technical questions for pricing analysts, data scientists and technical personnel.
More Related Content
Similar to Lucidata Titan geo-server data container and services
![Support, Monitoring, Continuous Improvement & Scaling Agentic Automation [3/3]](https://cdn.slidesharecdn.com/ss_thumbnails/agenticcommunityseries-day3-cfd-251120170304-ddef8112-thumbnail.jpg?width=640&height=640&fit=bounds)
![[BDD 2025 - Artificial Intelligence] AI for the Underdogs: Innovation for Sma...](https://cdn.slidesharecdn.com/ss_thumbnails/ai-aifortheunderdogsinnovationforsmallbusinesses-251124030839-72a599a4-thumbnail.jpg?width=640&height=640&fit=bounds)
Lucidata Titan geo-server data container and services
- 1. Introducing Titan geoserver datacontainer and services Geoffrey Clark | 2016-04-01 | US-WA-SEA copyright Lucidata 2016
- 2. What is Titangeo-server? • A server that you deploy in your data environment to implement or enrich analytics, and automate data integration. – loaded with open source software, the core of which is PostgreSQL, PostGIS and pgRouting. – loaded with open datasets for strategic intelligence geospatial analytics, and process automation. – 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.
- 3. Why should weconsider? “McLean’s shipping container revolution 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, logistics and transportation data, analytics and data science. How? Standardization, automation and technology focused on Freight, not Passengers. How much time does your company spend cleaning up data? What if we could cut that cost by 98% ? Using detailed geospatial and temporal data in freight flow prediction regression has been shown* to improve R2 values by 10-25%
- 4. What answers canTitan provide? It depends upon your perspective ... business, technical or both? Lucidata Titan geoserver Pricing or Marketing Analyst Data Scientist or Technical person • What is my market share by lane? • What are my most profitable lanes? • How do we best share revenue with our new partner? • What are the odds of a new competitor entering this lane or market? If they do, what is the impact to our profit? • What is the impact of new regulation (e.g. HOS, SOLAS Verified-Gross-Mass)? MicroStrategy PostgreSQL PostGIS, pgRouting QGIS, WorldWind R, PL/R, Rstudio+Shiny python, PL/python Neo4J, Greenplum access via FDW, JDBC/ODBC, API ... what do you use?
- 5. Who can useTitan 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, Marketing or Industry Analyst? – Analytics or GIS Solution Architect or Developer? – Data Scientist, Developer, or have coding ambitions?
- 6. Example drayage carrier,current state ??? Current Application Green- screen access A B 500-600 loads per day, from seaports to DC’s, retailers in LA basin Manifest, BOL En-route, ETD En-route, Arrival Manifest, POD Customer Systems Too much Data Entry! Sprint, GPS Pings Operations Sprint Tablets, DriversAPI access? EDI copyright Lucidata Informatics 2015 Visibility Dispatch Pricing or Marketing Analyst
- 7. MicroStrategy Example drayage carrier,happier with Titan and analytics A B 500-600 loads per day, from seaports to DC’s, retailers in LA basin Geo-Fence around B Geo-Fence around A Manifest, BOL En-route, ETD En-route, Arrival Manifest, POD DB2 Current Application Dispatch Customer Systems Visibility Reduced Data Entry! more Analytics Sprint, GPS Pings Operations Driver TabletsPostgreSQL PostGIS PG-Strom pgRouting Python Replication Email, API Notification API access? Existing EDI Titan copyright Lucidata Informatics 2015
- 8. Global All-Modes FreightRouting
- 9. Titan as AnalyticsKickstarter 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. Examples – intelligenceprojects 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” simujlation 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.
- 11. Examples - militaryprojects from Lucidata, using Titan geoserver Where were US Navy assets when China declared the East China Sea ADIZ?
- 12. Example - SalesPerformance Management, market share by ZIP copyright Lucidata 2015
- 13. Don’t do manualdata mining and manual data integration!
- 14. What data isavailable?
- 15. Let’s automate addingNOAA weather data into your analytics environment copyright Lucidata 2015 Standard NOAA data model, by Lucidata available in Titan
- 16. Example - dataenrichment for a Trucking cloud software provider copyright Lucidata 2015
- 17. Where does thedata come from? Our Data Factory
- 18. Pricing, Sales andMarket 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).
- 19. GIS Analysts andDevelopers 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
- 20. Data Scientists, Developers UseTitan 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
- 21. Analytics Solution Architect UseTitan 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
- 22.