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https://tagmatic.io/
Matt Shearer
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Product

Tagmatic

Tagmatic is an AI automated text classification SaaS product by Data Language. It learns on the fly, is self-optimising, and language-agnostic.
Try out Tagmatic

Features

Supports any language
Supports any language
Language agnostic, including non-Latin character sets and scripts
Market-leading support for custom vocabularies
Market-leading support for custom vocabularies
Tagmatic learns your own vocabularies and classifications, so there is no need to reference or align with public vocabularies. Tag content with the terms that are most important to your business, and Tagmatic follows your lead.
Supports custom classes
Supports custom classes
Ability to support 100s or 1000s of classes, outside of the standard "People, Places, Organisations, Themes" pattern
API for integration
API for integration
A JSON REST API for tagging, classifying and training content
Self-optimizes on a per-tag level
Self-optimizes on a per-tag level
Continuously inspects and optimizes the performance of each tag or classification.
Learns new tags on-the-fly
Learns new tags on-the-fly
When your content creators introduce a new tag the training starts immediately without the need to update a training corpus, and without the need to stop and retrain the whole system.
Understands true "Aboutness"
Understands true "Aboutness"
"Aboutness" is the actual, true focus of content - not just what is mentioned!
Explainable AI dashboard
Explainable AI dashboard
An Explainable AI dashboard monitors the performance and the quality of every tag classifier

Technologies

Artificial Intelligence (AI)
AI is a core discipline at Data Language, with an expert team skilled in machine learning, deep learning, and scalable Production AI engineering. AI is advancing as the key technology that all businesses need to master.
Automated Content Tagging using Artificial Intelligence (AI)
The use of AI or Machine Learning (ML) to automatically predict content classifications. This is also known as "Auto-tagging" or "Auto-coding" (Healthcare applications) or "Auto-classification".
Data Science
We are specialists in the design, implementation and deployment of Scalable Data Science solutions. We deliver practical data science implementations for both our own SaaS products, and for our clients' bespoke platforms and products, for the analysis of data and media at scale.

Customers include

The Times
The Sun
Janes
News Corp
Sky Italia

News and Insights

The surge of LLM models and their impact on Tagmatic
The surge of LLM models and their impact on Tagmatic
Artificial Intelligence (AI)
Large Language Models are not displacing advanced specialist models (yet) .
Fabio Colasanti
Fabio Colasanti
June 19, 2023
The Auto-tagging Playbook, 2024
The Auto-tagging Playbook, 2024
Automated Content Tagging using Artificial Intelligence (AI)
After many enquiries about automated content tagging using AI, we have put some of our learnings and expertise, from 14 years of experience in this space, into the Auto-Tagging Playbook.
Matt Shearer
Matt Shearer
March 30, 2023
Data Language at the Publishing Show 2023
Data Language at the Publishing Show 2023
Tagmatic
Data Language and News UK presented a talk at The Publishing Show 2023 about launching AI auto-tagging for The Sun and The Times.
Alexi Buckingham
Alexi Buckingham
March 17, 2023
Case Study: How Data Graphs and AI Auto-Tagging transforms Publishing
Case Study: How Data Graphs and AI Auto-Tagging transforms Publishing
Publishing Technology
A case study on a recent engagement in the publishing industry using Data Graphs for centrally managing cross-publication content metadata, combined with Tagmatic for auto-tagging content.
Paul Wilton
Paul Wilton
April 10, 2022
Preparing a Training Corpus
Preparing a Training Corpus
Training Corpus
Good training corpora are essential for ensuring AI automation services perform to their full potential. Here's how to prepare your 'Golden Corpus'.
Fabio Colasanti
Fabio Colasanti
February 22, 2022
New Benchmarks from our Tagmatic Named Entity Recognition (NER) SaaS Product
New Benchmarks from our Tagmatic Named Entity Recognition (NER) SaaS Product
Tagmatic
We've just benchmarked our Tagmatic Inline Entity Extraction SaaS. The results show a very high F1, and huge workflow efficiency improvements.
Fabio Colasanti
Fabio Colasanti
November 27, 2021