# CLARYS Intelligence | Medical language becomes clinical knowledge

> Specialized, multilingual, resource-efficient and traceable semantic intelligence to identify and contextualize medical and social information.

Web version: https://espeir.com/en/clarys/intelligence
Languages: [fr](https://espeir.com/md/fr/clarys/intelligence) · [en](https://espeir.com/md/en/clarys/intelligence) · [de](https://espeir.com/md/de/clarys/intelligence)

## CLARYS Intelligence · Turn medical language into actionable clinical knowledge.

Specialized, multilingual, resource-efficient and traceable semantic intelligence.

Medical and social concepts identified, contextualized and mapped to reference terminologies. In CLARYS Medical Memory or directly in your applications.

Medical language, understood and structured, with a link to every source.

- **Meaning, not just words.** Negation, uncertainty, family history: every mention read for what it is.
- **Reliable and explainable.** Deterministic extraction, no generative model, aligned with SNOMED CT and ICD.
- **Fast and frugal.** Real time and large volumes, on CPU, no GPU required.

## What sets us apart · Understand clinical meaning, not just recognize words.

Non-generative, explainable, frugal AI that understands medical language.

- **Specialized clinical intelligence.** Concepts, negation, uncertainty and medical history: clinical meaning, not just words.
- **Reference terminologies.** Concepts aligned with SNOMED CT and ICD, in every language: a shared, verifiable clinical interpretation.
- **Verifiable traceability.** Every piece of information links back to the passage that supports it.
- **Medical and social understanding.** Medical and social information combined to make sense of complex situations.
- **Clinical extraction.** Identify the medical concepts in supported documents.
- **Explainable and reproducible.** Deterministic extraction, with no generative model: same document, same result.

## In production · Real time. Large volumes. Always up to date.

A specialized engine built for everyday clinical use, from a single consultation to entire archives.

- **Real time.** 120 ms response time: clinical information at hand during the consultation, as you navigate.
- **Large volumes.** 10,000 patients ingested in under 2 minutes (excluding OCR): entire archives, usable right away.
- **Incremental indexing.** Each new document is indexed on arrival, without reprocessing existing content: knowledge stays up to date.
- **Resource efficiency.** Runs on CPU, no GPU required: a deployment sized to your needs.

## For care · The medical information that matters, surfaced from documents.

Identify documented diagnoses, treatments and history, with their clinical context and direct access to the source passages.

- **Annotated viewer.** Clinical concepts highlighted in the document, for faster reading.
- **Search the content.** Medical information, beyond titles and dates.
- **Coordinate a complex care pathway.** Combine clinical information with documented social and functional data.

## Clinical Case Search · Similar patients. Sometimes different pathways.

Search for patients by clinical characteristics and explore similar care pathways to lay the groundwork for research and population analysis.

- **Search by clinical criteria.** Build cohorts from clinical and temporal criteria and, where available and authorized, social criteria.
- **Comparable trajectories.** Compare trajectories by events, treatments and conditions, to spot similar pathways and understand what sets them apart.

## For research and data · More clinical information. A more complete view. More relevant analyses.

Much medical knowledge lies dormant in documents. CLARYS Intelligence makes it usable, structured and traceable, without adding new sources.

- **Study feasibility.** Find eligible patients in clinical reports.
- **Enriched cohorts.** Inclusion criteria enriched by free text.
- **Real-world data.** Better-characterized comorbidities, treatments and events.
- **Longitudinal analyses.** Event sequences ready for care pathway studies.

## For management · Clinical intelligence built for production constraints.

- **Quality, documented.** Precision, recall and coverage measured on your corpus.
- **Fits your existing stack.** CLARYS Intelligence sits between your content and your warehouse, without replacing your pipelines.
- **FHIR R4.** Standardized resources, depending on available profiles.

## For software vendors and integrators · Enrich your applications. Without reinventing clinical intelligence.

You know your users. We bring clinical intelligence, aligned with recognized reference terminologies, without tying up your teams building a semantic engine.

- **Enrich your features.** Extraction, context and semantic search, built in.
- **Reduce development time.** Your teams focus on what differentiates your product.
- **Open up new uses.** Patient context, richer data, third-party services.

## Concrete applications · One clinical intelligence. Many applications.

- **Unlock your document archives.** Make your archives speak: clinical information, finally searchable.
- **Enrich a data platform.** New variables, drawn from your clinical reports.
- **Understand populations.** Cohorts and longitudinal analyses built on routine care data.
- **Support complex care pathways.** Clinical and social context that follows the patient across organizations.

## Standalone use · Your environment. Our clinical intelligence.

Archive, CDW, line-of-business software or data platform: let’s test CLARYS Intelligence on your content and key variables.

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## Site pages

- [Home](https://espeir.com/md/en)
- [CLARYS Medical Memory](https://espeir.com/md/en/clarys/medical-memory)
- [CLARYS Intelligence](https://espeir.com/md/en/clarys/intelligence)
- [IT convergence and modernization](https://espeir.com/md/en/solutions/modernisation)
- [Archives and medical heritage](https://espeir.com/md/en/solutions/archives)
- [Clinical data warehouses](https://espeir.com/md/en/solutions/clinical-data-warehouse)
- [Health and social care continuity](https://espeir.com/md/en/solutions/care-continuity)
- [Software vendors and integrators](https://espeir.com/md/en/solutions/software-vendors)
- [Trajectories and populations](https://espeir.com/md/en/solutions/trajectories-populations)
- [Technology and science](https://espeir.com/md/en/technology)
- [Partners](https://espeir.com/md/en/partners)
- [ESPEIR](https://espeir.com/md/en/espeir)
- [Contact](https://espeir.com/md/en/contact)
- [Legal notice](https://espeir.com/md/en/legals)
- [Privacy policy](https://espeir.com/md/en/confidentiality)

## Contact

ESPEIR, 66 avenue des Champs-Élysées, 75008 Paris, France
contact@espeir.com