Most investment teams still operate with a layered research stack: terminals, spreadsheets, point data vendors, and ad hoc scripts. That model can work, but it often slows idea flow and creates blind spots in fast-moving markets.
A market intelligence platform offers a different model: unified multi-source signal detection, entity mapping, and monitoring in one workflow.
The right choice depends on your team structure and decision speed requirements.
The core trade-off
Traditional stack strengths:
- familiar tools and established process
- deep customization over time
- strong fit for teams with l