Domain authority
Madison owns its registered financial research and analysis decision types while Penny Core retains platform orchestration and governance responsibilities.
Research Governance
Financial intelligence needs clear authority, evidence, and boundaries.
Madison MFI is being built as a specialized financial-intelligence domain inside Penny's governed architecture. That means research capability expands without silently expanding into execution authority.
Provenance
Externally sourced financial facts are intended to carry source, provider, identifiers, timestamps, freshness, and lineage metadata.
Source authority
When time-sensitive numerical facts conflict, stronger structured sources can be prioritized through explicit rules rather than arbitrary selection.
Replay & review
Research and runtime structures are designed so important decisions and assessments can be inspected, correlated, and reviewed.
Human responsibility
MFI supports research and interpretation. Users remain responsible for investment decisions and for obtaining qualified professional advice when appropriate.
No execution expansion
The current roadmap does not add trade execution, brokerage authority, or an autonomous trading engine simply because research coverage expands.
Current product boundary
Research-only through the current planned roadmap.
The MFI roadmap identifies its planned scope through MFI-105 as research-only. Early phases explicitly state that market-data providers, quantitative engines, and trade execution are not introduced merely by expanding Madison's financial research authority.
- No claim of registered investment-adviser status
- No brokerage or custody services
- No automatic trade placement
- No guarantee of investment outcomes
- No replacement for professional, legal, tax, or investment advice