On February 6th, a value planning workshop took place at Demo Consultants as part of the Reincarnate Project. The session, led by our partner Ragn- Sells focused on understanding how data is structured and connected within the platform, identifying gaps, and outlining necessary improvements. Key discussions addressed challenges in data integration and system compatibility, shaping the next steps for refining processes and ensuring a more efficient workflow.

Many insights were gained regarding the structure of the data and how it connects to the platform, as well as how to move forward. The biggest takeaway, however, was that Mainflux’s platform is geared towards streaming data, which does not really align with the use case for the project’s demos. Consequently, Ragn-Sells will work  with DEMO on adding a UI in Re:Suite where data from the inventory step can be uploaded as the inventory is created.

Ragn-Sells will also work with DEMO on further specifying the requirements for API connections to a database that provides CO2 data. This will improve how environmental impact data is accessed and integrated into the system.

Next Steps and Considerations

Mainflux may still be relevant for adding data from production process scales, as well as potential sensors measuring humidity and dust levels. However, the inclusion of the latter two in Demo 3 is still under consideration.

This workshop was part of Task 1.4 of the Reincarnate Project, which focuses on integrating BIM-based information models with existing PLM, ERP, and CRM systems to support circular value flow planning. The findings from this session will contribute to ongoing efforts in improving data integration and supporting sustainable material management within the construction sector.

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This project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement N° 101056773.

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or European Union’s Horizon Europe research and innovation programme. Neither the European Union nor the granting authority can be held responsible for them.