# 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 · From your documents to your patients’ medical history.

With specialized semantic intelligence, CLARYS Intelligence identifies, structures and contextualizes the medical information scattered across your documents.

A multilingual, resource-efficient and traceable technology, built on reference medical and social terminologies. Available 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 person 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)
- [Community Health Centers (U.S.)](https://espeir.com/md/en/solutions/community-health-centers)
- [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