All success stories
Strategy & operations/Decision systems/SC-29
Commercial Due Diligence & Market Intelligence System
What this system is for
A structured research system for market sizing, competitors, company signals and evidence-backed investment questions.
Reference economics
120 research hours → 30% less manual work → 36 hours released.
Reference arithmetic, not a measured client result.
120 h
Reference scenario
30%
Illustrative improvement
36 h
Decision value
The success story in 30 seconds
Business problem
Specialized decisions need a system that connects research, modelling, documents and review gates.
What changed
Structure evidence before interpretation.
Business utility
The system is useful when the reasoning path remains visible from source to recommendation.
Decision
Decision systems
System
Commercial Due Diligence & Market Intelligence System
Validation
Sources · Scenarios
Core stack
Python · Pandas · DuckDB