47. Core Product Principle

One shared intelligence architecture. Multiple product-specific decision policies.

GRI, Ask Geomacro, Risk API, Risk Gate, Research and future institutional/agent interfaces should not maintain conflicting copies of reality.

They can differ in:

scope
admission policy
access and entitlement
depth and history
customer policy
output format
commercial rights
presentation

but should preserve common provenance and versioned truth wherever they consume the same underlying intelligence.

The second principle is equally important:

Explain the concept first, professional detail second, technical proof third.

This keeps Geomacro understandable to risk teams, finance professionals and operators without hiding the technical proof needed by developers or due-diligence reviewers.