Semantic Enrichment

Semantic Enrichment instantly categorizes, tags, and links content to Knowledge Bases, making information findable, discoverable, and more meaningful for LLMs.

Can Kairntech’s AI make life easier for information providers?

Turn your documents into accurate, actionable data

Stop manually reviewing documents or relying on unreliable extraction tools. With Kairntech, you get precise, structured information you can actually use.

Extract the right information with high accuracy

Build quality datasets faster

Remove ambiguity automatically

Connect data to your knowledge bases

Classify your documents faster and with confidence

Stop sorting documents manually or juggling multiple tools. Automatically organize your content with accuracy, across topics and languages.

Build powerful classifiers in minutes without complex setup

Rely on deeper semantic understanding

Work seamlessly across languages

Deploy easily and scale without limits

Integrate AI into your workflows without disruption, and scale as your document volumes and business needs grow.

Deploy where it fits your environment (On-premise or REST API)

Keep improving model performance with human-in-the-loop

Handle millions of documents effortlessly

Want to learn more?

How does it work ?

Prototype
quickly

Create entity detection dataset: upload documents, pre-annotate with 0/few-shot learning, validate manually, enrich by using active learning.

Customize
extensively

Create text classification dataset: upload documents, pre-annotate with manually, enrich by using active learning.

Monitor &
Maintain

The AI learns from the annotations. Train models, combine with technical components into AI pipelines. Deploy, embed and industrialize at scale.

100% secured, 100% transparent

Secured

Complies with company’s applicable rules and regulations.

Access

Manage fine-grained access rights to facilitate access to multiple stakeholders.

Hosting

In the cloud or on-premise, choose the mode that best suits your organization.

They trust us

“The Iris editorial console, integrating Kairntech, enhances global journalistic efficiency across multiple languages. AFP prioritizes language technologies and AI for ongoing innovation.”
Philippe Maisonnave
Senior Manager
” To make the most of our content, it is essential to build high-quality AI models simply and quickly and to combine them with knowledge base. “
Gaëlle Recource
Head of content at Revue Fiduciaire

Want to learn more ?

We are here to help

Kairntech’s Semantic Enrichment is an AI solution that enables organizations to automatically extract information from unstructured documents and data (PDFs, text files, emails, reports, etc.). With Semantic Enrichment, these large and heterogeneous documents are transformed into structured, machine-readable data, making it easier to search, analyze, and leverage for business purposes.

The goal is to make useful information easily accessible within large document collections. For example, it can automatically identify entities (names, locations, business terms), classify documents by topic, enrich databases, or create datasets for AI models.

A standard OCR tool simply converts documents into readable text, and basic text analysis mainly identifies keywords.

Kairntech’s Semantic Enrichment goes further: it automatically identifies the truly important information in your documents (for example, names, dates, amounts, or business references) and organizes it so it can be easily retrieved, analyzed, and reused in your tools or internal processes.

This technology helps organizations to:

Improve information structuring and search across complex document collections.

Save time by automating document processing,

Reduce human errors in data interpretation,

Create high-quality datasets

Yes. Kairntech offers on-premise or private European cloud deployments, with granular access control and GDPR compliance measures to ensure that your confidential data remains fully protected.

Yes. Semantic Enrichment integrates via REST APIs and connectors, making it easy to use with your internal applications, databases, or analytics tools.

By choosing Kairntech, organizations benefit from a European solution designed for real-world security, sovereignty, and compliance requirements. It also allows customization of extracted information using business-specific vocabularies, handling large document volumes, and industrializing AI workflows.