GeoNordic HubInternal workspace

Roles and goals

Each group works from one functional perspective:

  • Sales: decide whether and how to pursue the opportunity.
  • Marketing: create credible communication without unsupported claims.
  • Finance: compare scenarios and expose weak assumptions.
  • HR: identify capability, availability, and staffing risks.
  • Leadership: make a conditional decision under uncertainty.

Every group must:

  1. distinguish facts, interpretations, and recommendations;
  2. cite source IDs for important claims;
  3. list unresolved questions and their human owner;
  4. identify at least one place where AI output required correction or challenge;
  5. present its recommendation in two minutes.