One API for sentiment, named entities, topics, share of voice, and summarisation - production-ready across 11+ languages.
Talk to us about access"Acme's new launch is getting a mixed response in Berlin markets..."
Kaspian gives you production-ready enrichment behind one API - so you can compare, benchmark and ship instead of training models from scratch.
Taxonomy Classification tags the topics shown on Annex's narrative clusters and on Pingrid's journalist profiles.
Named Entity Recognition identifies the actors attached to every narrative cluster in Annex.
Measure the overall mood - positive, negative, neutral.
Available in 11 languages, our solution leverages a human-in-the-loop approach for high accuracy and low bias. Baseline categories can also be tailored to your unique use cases.
Understand sentiment toward specific people, organisations, and others.
Rather than just measuring sentiment at the document level, the Entity-Based Sentiment API provides granular, actionable insights - even when multiple opinions or product aspects appear in the same data item.
The automated abstract summary lists anything relevant to events, circumstances, proceedings and dates related to the mentioned people and organisations.
Get the gist about anyone in a single paragraph.
Read, shorten, and interpret lengthy texts in relation to the entity of interest mentioned - without sacrificing quality. Automated entity-based summaries help you save the time and effort in creating entity profiles.
Organise documents with precise topic categorisation.
Apply up to 200 topics and industries with our comprehensive taxonomy, structured hierarchically. We review and update the taxonomy twice a year to reflect an ever-changing information ecosystem.
Answer the 5 Ws in seconds.
Extract valuable information (e.g., brand names, emails, events) from news, social posts, or customer reviews. Combine it with other AI services for a complete text analysis solution.
Discover natural narrative patterns.
Our topic modelling service reveals organically occurring and forming narratives. You can use this API to find narrative patterns in your own data, or receive our take on it per predefined global information and data flow monitoring.
You can couple our Organic Documents Grouping service with Facebook engagement data, which allows you to gauge both the journalistic input and the audience reaction to it.
See the full list of enrichment capabilities and how they fit into your pipeline.
View all enrichmentsTap into global data streams by type, jurisdiction, language, and more - or point Kaspian at your own data - through a single API.
Choose the enrichments you need: General Sentiment, Entity-Based Sentiment, Entity Summary, Entity Extraction, Document Topics, Organic Documents Grouping, or Facebook Engagement.
Get the fully processed data via API, sFTP, or straight to your inbox - managed in the way that fits your pipeline.
Each card shows a drafted example scenario - please confirm before publishing.
Integrate sentiment, entity and topic APIs directly into an existing product without building an in-house NLP pipeline.
A product team ships a new customer-feedback dashboard in a sprint by calling Kaspian's sentiment and entity endpoints, instead of standing up their own model training and evaluation stack.
Pull structured, multilingual datasets for large-scale study across 11+ languages.
A cross-border research group studying media narratives around an election receives a normalised, entity-tagged corpus in eleven languages, ready for coding and statistical analysis on day one.
Expand enrichment coverage and taxonomy depth without growing headcount.
A media monitoring vendor plugs Kaspian's taxonomy classification and share-of-voice APIs into its existing pipeline, extending topic coverage and language support without hiring an additional NLP team.
Fold sentiment and entity signals directly into existing reporting and dashboards.
An analyst pipes Kaspian entity-level sentiment into an existing BI tool and starts trending brand mentions, spokesperson coverage and competitor share of voice inside the reports the business already reads.
Tap into our global monitoring data, or enrich your own datasets through a single, streamlined API framework. You get enterprise-grade enrichment that turns complex information into structured, actionable knowledge.
You can:
The Kaspian API Framework is built so your team can spin up custom API endpoints in minutes and cover any data or enrichment use case - without re-architecting your pipeline.
Talk to us about accessEither way, you get production-grade NER, sentiment, topics, similarity, and more behind a single API.