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Identrics
API Framework

Taxonomy ClassificationTaxonomy API by Identrics

Sort documents into your taxonomy with high-accuracy multilingual classifiers.

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Use it standalone, or compose it with any other Kaspian enrichment - sentiment, NER, topics, summarisation, and more - in a single pipeline.Already tagging the topics behind Annex's narrative clusters and Pingrid's journalist profiles.
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What the API Does

A single API endpoint, production-ready.

The Taxonomy Classification API sorts documents into your taxonomy - your topics, your categories, your hierarchy - using multilingual classifiers trained for high precision at scale.

Combine predefined categories with custom labels of your own. The API can sort news from facts, analyses from opinions, and route hundreds of thousands of documents per day into the right buckets without manual review.

Common use cases:

  • 01Auto-tag incoming news and content streams into editorial taxonomies.
  • 02Sort regulatory and compliance documents by topic and severity.
  • 03Power topic-based pages, feeds and personalisation at publishing scale.
  • 04Filter media monitoring output by what your stakeholders actually care about.
API Capabilities

What you get out of the Taxonomy endpoint.

Built and maintained by the Identrics applied AI team. Trained on human-in-the-loop data, benchmarked continuously, and shipped to you as a single, well-documented API.

01

Custom taxonomy

Bring your own hierarchy. We train classifiers to match your categories, not a generic one-size-fits-all schema.

02

Multilingual classification

Apply a single taxonomy across all the languages you operate in, with consistent label semantics.

03

High-volume throughput

Classify hundreds of thousands of documents per day with predictable latency.

04

Continuous improvement

Human-in-the-loop feedback keeps classifiers tuned as your taxonomy and content evolve.

How the API Works

From request to enriched response.

  1. 01

    Define your taxonomy

    Send us your category tree, or start from a Kaspian baseline. We train classifiers against it.

  2. 02

    Pipe documents to the API

    POST documents in any of the supported languages, individually or in batches.

  3. 03

    Get back labelled output

    Each document comes back tagged with the matching category (or categories) and confidence scores.

Combine With

Use it alone. Or stack it with the rest of Kaspian.

Every Kaspian enrichment ships as its own API, and they all share a common contract - so you can call Taxonomy on its own today, or chain it with any of the others tomorrow to build a richer pipeline. No extra integration work.

Taxonomy API

Ready to plug Taxonomy into your stack? Tell us the job; we'll spin up a standalone or composed deployment.

Talk to us about accessSee all enrichments