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Contributors and external sources may provide NAICS, SIC, NACE, ANZSIC, or proprietary labels. We use these as inputs, but the output is always a single CB industry assignment — enabling consistent analytics across all entities and banks.

Sources of Classifications

Banks use a range of internal and external schemas. Common standards include:
  • NAICS — North American Industry Classification System
  • SIC — Standard Industrial Classification
  • NACE — European statistical classification of economic activities
  • ANZSIC — Australian and New Zealand Standard Industrial Classification
Others use proprietary schemas tailored to their portfolios. The same entity may therefore appear under different industry labels across contributors.

Mapping to the CB Industry Schema

We derive a single consensus industry classification for each entity using a transparent, repeatable process:
1

Collect contributed classifications

Banks submit their internal industry labels and codes alongside entities.
2

Normalise to common vocabularies

We maintain canonical mapping tables for NAICS, SIC, NACE, and ANZSIC, and convert contributed labels to a common set.
3

Cross‑reference authoritative sources

Bank inputs are compared against external registries including Companies House (UK), OpenCorporates, UK Register House, the Italian Business Registry, and other national registries. This validates and enriches the contributed classifications.
4

Assign CB industry

Inputs are reconciled to a single Credit Benchmark industry label used consistently across banks and products. Each monthly submission is parsed, mapped, and tracked for changes across cycles.

Example: Assigning a CB Industry

Three banks submit industry metadata for the same entity — one with a NAICS code, one with a SIC code, one with an ANZSIC code. Using our maintained mappings, these are reconciled to a single CB industry. The original source codes are retained for reference.
Bank Contributed CodeCode DefinitionCB Sub-Sector
NAICS 484000Truck TransportationTrucking
SIC 4213Trucking and Courier ServicesTrucking
ANZSIC 4610Road Freight TransportTrucking
For field-level definitions and the full CB schema, see Industry Schema Definitions.