How It Works

From raw data to explainable classification

Our platform transforms fragmented business data into accurate, auditable industry classifications

5.1M+

Businesses

500+

ANZSIC Classes

99.2%

Coverage

<100ms

API Response

Our classification process

Six steps from raw data to production-ready classification

STEP 01

Entity Resolution

We match each ABN or ACN to a unified entity profile, consolidating identifiers, trading names and corporate structures.

STEP 02

Data Aggregation

We ingest and structure data from multiple sources, including filings, digital presence and external datasets.

STEP 03

Activity Detection

Our models analyse the data to identify what the business actually does, across both primary and secondary activities.

STEP 04

Classification Mapping

Identified activities are mapped to the full ANZSIC hierarchy, supporting both single and multi-code outputs.

STEP 05

Validation & Scoring

Each classification is assessed, scored and supported with reason codes to ensure transparency and usability.

STEP 06

Delivery

Results are made available via platform, API or export, ready for integration into downstream workflows.

Designed for scale, built for auditability

Every classification comes with a complete audit trail, making our outputs suitable for regulated environments.

Fully traceable outputs
Repeatable methodology
Structured confidence framework
Suitable for regulated environments
Classification OutputVerified

Business Name

Example Pty Ltd

ANZSIC Code

6924

Management Consulting Services

Confidence Score

92%

Audit Trail

Website analysis: consulting services identified

ABR description: management advisory

No conflicting signals detected

Ready to get started?

See how mnAi can improve your industry classification accuracy