What the project is
An access-controlled diagnostic tool that surfaces friction and bottlenecks in the sales operation. It is particularly relevant for SMEs, but the underlying model can be adapted to other commercial environments.
Maps friction and bottlenecks in the sales flow and provides a structured basis for deciding what to improve first.
Access-controlled diagnostic tool · Ready for limited customer use

An access-controlled diagnostic tool that surfaces friction and bottlenecks in the sales operation. It is particularly relevant for SMEs, but the underlying model can be adapted to other commercial environments.
Many businesses have invisible friction in the sales operation: CRM is used inconsistently, lead follow-up is weak, or proposal processes are unstructured. Root causes are rarely identified systematically.
The respondent completes a structured assessment and can go deeper in weak areas. Scores and free text are analysed, and the customer receives a basis for prioritisation and follow-up. If AI is used in CRM, customer dialogue, meeting summaries, lead handling or other commercial follow-up, we also consider whether it is clear what data is being used, who is accountable and how AI-generated outputs are reviewed.
The solution makes commercial friction visible and can give leadership a better basis for deciding which areas to improve first.
An access-controlled diagnostic tool, ready for limited customer use. It is a diagnosis and prioritisation tool, not a CRM implementation or a finished sales strategy.
Further potential includes CRM integration, industry adaptation, stronger follow-up logic and reporting for different commercial teams.
Structured mapping with a main assessment and a deeper dive.
Analysis of scores and free text, with a customer report and recommended actions.
An admin console that collects responses and supports prioritisation and further follow-up.
Developer: Marius Ottesen
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