"Mobility Analytics" series: From symptoms to root cause to first solutions
This series is applying “Economics of data” (from section on "Dataspaces") to the data-driven transformation of the automotive & mobility business: It starts bottom up to lay out the challenges systematically … from service shift in automotive (story #1) and mobility is broken (story # 3) … to first solutions, such as intermodal travel for speed and sustainability (story #4).
1. The service shift: New mobility as big as traditional automotive, link
2. Power shift to data: The auto-less auto company? link
3. Stuck in traffic: How bad is it … do we age faster … how can we fix it? link
4. What’s holding back intermodal mobility? link
5. Berlin digital twin: Yes, intermodal travel is faster! link
6. Hamburg digital twin: 30% faster travel with integrated mobility, link
Case study: RealLab Hamburg mobility super-app
Winner of "Innovation Lab Award" by the German Federal Ministry of Economic Affairs and Climate Action based on dataspace technology
- RealLab Hamburg official report (mobility super-app chapter): RealLabHH. 2022. Wir verändern Mobilität. Reallabor Hamburg (RealLabHH) , link
- Better performance - faster travel, easier to use: Schlueter Langdon, C., N. Oehrlein, and D. Kerinnis. 2021. Integrated public transport: Quantifying user benefits – Example of Hamburg. Technical Paper ID 438, 27th ITS World Congress, Hamburg, link
- Consumer journeys and system architecture: Schlueter Langdon, C. and J. Eckert. 2022. Intermodal travel super app with agent system and dataspace: RealLab Hamburg implementation. Scientific Paper ID 1225984, 28th ITS World Congress, Los Angeles, link
Case study: Catena-X data ecosystem
Deutsche Telekom was co-founder of the Automotive Alliance network, which evolved into Catena-X Automotive Network, a 3-year, EUR 250 million consortium of 28 companies with funding by the German Federal Ministry for Economic Affairs and Energy (BMWK).
The Catena-X ecosystem is comprised of (1) a dataspace, (2) first-data product templates for data chains like digital twins, and (3) super-apps like product carbon footprint (PCF) tracking and material traceability for material pass and next-generation quality management.
- CESMII 2023: Dataspaces have arrived in US, link
- CESMII 2023: International Manufacturing-X - "Make Data Work", link
- IAA & Catena-X Munich: Data drives software-defined vehicle and supply chain, link
- Prelaunch Austin: First success and next steps, link
- Catena-X goes U.S.A: Following global supply chains, link
- Hannover Fair: Catena-X dataspace goes live with Cofinity-X and beta phase, link
- Catena-X With GAIA-X: Will Data Space Be the Word of 2021? Link
Better Data = Better economics for mobility
- Intermodal economics: Schlueter Langdon, C. 2021. Dataspace Enabled Mobility. In: Mertens, C., and C. Schlueter Langdon (eds.). Data Move People Anthology (version 1.0, October), International Dataspaces Association, Berlin, Germany: 27-41, link
- Schlueter Langdon, C., and N. Oehrlein. 2021. How much better is public transport with intermodal? Quantifying user benefits of integration with micro mobility. Working Paper (WP_DCL-Drucker-CGU_2021-03), Drucker Customer Lab, Drucker School of Management, Claremont Graduate University, Claremont, CA, link
- Schlueter Langdon, C. 2020. Quantifying intermodal mobility: A parsimonious model and simulation. Working Paper (WP_DCL-Drucker-CGU_2020-06), Drucker Customer Lab, Drucker School of Management, Claremont Graduate University, Claremont, CA, link
- Schlueter Langdon, C. 2020. Pedal to the metal for intermodal travel. Expert Blog (2020-12-14), T-Systems, Frankfurt, link
Data-driven automotive & mobility @ Blog of International Dataspaces Association (IDSA)
Schlueter Langdon, C. 2021. Catena-X for GAIA-X: Will Dataspace Be the Word of 2021? Blog (2021-03-03), International Dataspace Association, Berlin, link
Schlueter Langdon, C. 2020. Mobility with IDS: Adding the “N” in NPM to RealLab Hamburg. Blog (2020-10-12), International Dataspace Association, Berlin, link
Schlueter Langdon C. 2020. Metamorphosis of Auto into Mobility. Blog (2020-07-10), International Dataspace Association, Berlin, link
Auto events
- IAA & Catena-X Munich: Data drives software-defined vehicle and supply chain, link
- ITS World Congress Los Angeles: IDSA & Gaia-X goes USA, link
- CES Las Vegas: What is BMW's DEE "ultimate companion", Sony's Afeela, link
- Los Angeles Auto Show: LA autonomous, link
- IDSA Summit Bonn: New IDS Mobility Community and “Data Move People” anthology, link
- Deutsche Telekom Hackathon Bonn: Shaping the future of mobility, link
- Startup Autobahn Stuttgart: New, data-driven mobility through dataspaces, link
- Startup Autobahn: Mobility-as-a-Service @ Telekom headquarters, link
- Mercedes-Benz Supplier Forum Stuttgart: Daimler invites top suppliers, link
Auto transformation series @ Peter Drucker Customer Lab by chris.langdon@cgu.edu
Insights from 25 years of award-winning, data science-driven optimization projects on vehicles (from the "the world’s best car" to volume leaders), systems (e.g., in-car apps), and processes (e.g., remote diagnostics).
Auto 4: Auto versus Mobility … or Box versus Triangle. Working Paper (WP_DCL-Drucker-CGU_2021-06, 2021-06-13), Drucker Customer Lab, Peter Drucker School of Management, Claremont Graduate University, Claremont, CA, link
Auto 3: One Future of Auto is Airlines – Yield Management Systems to the Rescue. Working Paper, MGT 317 Smart Products (2019-08-25), Peter Drucker School of Management, Claremont Graduate University, Claremont, CA,link
Auto 2: The Auto Power Shift to Data – From Asteroid to Data Sandwiches and Exchanges. Working Paper, MGT 317 Smart Products (2019-01-19), Peter Drucker School of Management, Claremont Graduate University, Claremont, CA, link
Auto 1: The Auto Service Shift and 7 Gaps. Working Paper, MGT 317 Smart Products (2018-05-20, Peter Drucker School of Management, Claremont Graduate University, Claremont, CA, link
For data underpinnings, see our special insights section on "Dataspaces".
