Guiding Questions

It is essential to bundle offerings in a way that reflects user needs (e.g. emissions dashboard for real estate owners; API-based footprint verification for consultants).

This should also account for:

  • Licensing models

  • Terms of use

  • User support services

  • Interoperability with EU data infrastructure (e.g. Data4Sustainability, EUDR registries)

A well-structured offering enhances usability, legal certainty, and trust, increasing uptake and long-term engagement.

Data products: structured environmental, spatial, emissions, material flow, or asset-level data

Services: access control, consent management, data quality assurance, enrichment tools, compliance reporting modules

  1. Data Products

  • What key data assets will be initially offered?

  • How will data assets be standardised and validated?

  • How frequently will data be updated and shared?

  • How can data products be designed to be modular and reusable across multiple use cases?

  • How can data assets be standardized and validated efficiently?

  • How can offerings remain aligned with participant needs over time?

  1. Functional Questions:

  • What data model will be used?

  1. Functional/Technical Questions:

  • How can offerings remain aligned with participant needs over time?

  • What is the source of the data?

  1. Associated Services

  • Which services are critical to the initial use cases?

  • How will compliance and consent management be technically enforced?

  • What are the minimum standards for data quality assurance?

  • Which services add the most value to participants while remaining interoperable?

  • How should services be prioritized based on current and future use cases?

  1. Licensing and Terms of Use

  • Under which license models will data be provided?

  • Are there specific data-usage restrictions or access tiers?

  1. User Support

  • How will support needs differ across stakeholders (public/private, technical/non-technical)?

  • Who will deliver these support services (in-house, third-party)?

  • How can support resources be tailored to different types of participants?

  • How can training ensure quality data contribution?

7. Interoperability

  • Which external EU registries and frameworks should be integrated to ensure compliance and interoperability?

  • How will ongoing alignment with evolving EU data interoperability standards be ensured?

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