Entity & counterparty attributes
Complete partial entity, customer or counterparty records with governed reference attributes.
Platform
Turn sparse identifiers and incomplete records into reporting-ready data.
Source systems rarely deliver every field a report needs. Datox can augment incomplete records with reference data, classifications, derived attributes and contextual fields inside the same controlled reporting workflow, from entity and instrument attributes through to currency, geography and calculated values.
The enrichment path
From incomplete record to reporting-ready record
Source record
the fields the source system actually provides
Resolve
available keys or identifiers checked against reference data
Enrich
reference, classification and contextual attributes appended
Derive
calculated and normalised fields added where rules require them
Map
enriched data mapped to the reporting model or taxonomy
Validate
rules and reconciliations run on the prepared record
Reuse
the same enriched record available to multiple reporting workflows
Scenarios
Common enrichment scenarios
Classifications & hierarchies
Standardise categories, cost centres, product or account hierarchies across inconsistent sources.
Currency & geography
Normalise currency codes, apply rates and assign geographic attributes for consistent aggregation.
Instrument reference data
Where financial instruments arrive as little more than identifiers, ISINs can be resolved against an integrated third-party Security Master and instrument attributes appended, one enrichment scenario among many.
Derived & calculated fields
Add ratios, allocations, period comparisons and other values the report needs but the source does not carry.
External reference data
Bring in benchmark, rate or other contextual data so figures can be presented in the context reporting requires.
In the workflow
Enrichment without building another reference-data process
Most teams close data gaps with lookup workbooks, ad-hoc provider requests or scripts maintained outside the reporting process. Datox integrates enrichment into the reporting workflow itself, so the enriched record is produced, controlled and evidenced in the same place as the report.
How enrichment is handled
- Resolve available keys and identifiers against governed reference data.
- Add reference and contextual attributes before mapping and calculation.
- Keep the original source value and enrichment result linked for lineage.
- Route unmatched or ambiguous records to review rather than guessing.
- Reuse the enrichment result across entities, periods and report types where appropriate.
Impact
Why enrichment matters
Less source dependency
Reporting does not require every source system to deliver a complete field set alongside its data.
Consistent categorisation
Common reference data helps standardise treatment across sources, entities and periods.
Faster onboarding
Incomplete data can be completed inside the configured workflow rather than through a separate data project.
Cross-report reuse
Enriched records can support multiple reporting models, including adjacent regulatory regimes, where the underlying data overlaps.
Reference-data coverage depends on the identifiers supplied and the data available from the integrated provider. Unmatched or ambiguous records remain visible exceptions for review; Datox does not silently infer a match.