Fixed across domains
Pipeline, preprocessing discipline, audit controls, state-space construction, concordance metrics, drift logic, anomaly review and dashboard/report structure.
Methodology
Auditable state-space reconstruction.
The technical framework is kept behind the report. Clients see evidence, decisions and risks. The method ensures the conclusion is traceable.
Pipeline
From raw evidence to reviewable conclusions.
01
Aggregation
Collect raw domain evidence.
02
Preprocess
Normalise, deduplicate, align and window.
03
Local state space
Represent entities inside bounded neighbourhoods.
04
Concordance
Test whether views and categories agree.
05
Drift
Track temporal change and anomalies.
Changed by domain
Entities, source availability, features, constraints, terminology, interpretation rules and useful risk taxonomies.