Portfolio / Shared intelligence
Shared context.
Accountable changes.
A source-grounded knowledge layer for business facts, decisions, tasks and outcomes.
Scoped accessVersion historyHuman confirmation
The design problem
Connected products need consistent business knowledge. Every recorded fact needs its source, business context and history so that decisions can be traced and reviewed.
My architectural approach
Use a permissioned ledger within the existing API and database. Preserve the originating business on every record. Prepare changes for exact human confirmation, keep immutable fact versions, and reject updates based on an outdated version.
The trade-off
Confirmation adds a deliberate step to ingestion. In return, there is a reviewable boundary between a proposed statement and a recorded fact. Shared context still needs refreshing when business conditions change.
Design emphasis: provenance, least privilege and meaningful human control.