The architectural discipline behind everything we build — so the data captured today stays intact through every future stage.
Cumulative rules, applied to every module. They are why a decision made two years ago can still be reconstructed today.
Critical data lives in typed, normalized fields, never in notes.
Every material decision records who, when, how much and why.
Comparable assets produce comparable data, by fixed enumerations.
Business rules are parameters in tables, never hard-coded.
Every external source has a translation layer to one internal model.
Original source data is kept, dated and linked, alongside processed data.
Stable keys and explicit timestamps make future intelligence possible.