One platform transforms raw notes into intelligence
Three systems: a Data Engine that structures free text, Striata for analysis and reports, and Voyager for the questions nobody thought to ask.
Amorphous Data Engine
Reads clinical notes in any European language and writes structured, coded records. Typos, abbreviations and local shorthand included.
- 01Pre-processingDetects structure, sections and language.
- 02Entity ExtractionIdentifies clinical concepts in text.
- 03Attribute CaptureExtracts timing, certainty, negation and status.
- 04Ontology CodingMaps to standard code systems.
- 05Structured Data LakeStores in a FHIR R4 and OMOP-compatible format.
Captured Entities
Conditions, medications, procedures, symptoms, measurements, Family History, allergies, care plans and more. Each entity carries detailed attributes.
“Admitted for acute CHF exacerbation.”
- Timing
- Current
- Certainty
- Confirmed
- Status
- Active
- Severity
- Acute
Global Standards
Coded to SNOMED CT, ICD-10, RxNorm, LOINC and ATC. National and custom ontologies can be added — a national cancer ontology, for example.
Amorphous Striata
Ask questions in plain language. Striata selects cohorts, tests associations, maps care pathways and checks guideline conformance, then writes a report with editable charts you can forward.
Clinical codes and SQL can be inspected. Reports detail the methodology and data used.
StriataEN NAsk Striata
Operational, financial, and clinical questions — answered in minutes.
What are the primary bottlenecks in the acute myeloid leukemia pathway that push length-of-stay above the national average?
Which patient cohorts drive readmissions for CHF, and which interventions correlate with improved outcomes without increasing cost?
How does cost-effectiveness of minimally-invasive versus open hip replacement compare, adjusted for post-op rehab duration?
Amorphous Voyager
Voyager works without being asked. It studies the guidelines and priorities that matter to your organisation, proposes its own hypotheses, tests them on the structured data, and sends each finding to the person who owns the problem.
- 01Studies context
- 02Proposes hypotheses
- 03Runs analyses
- 04Investigates signals
- 05Delivers to the owner
Different tools do different jobs
Most hospitals already own some of these. Amorphous is built to operate in tandem and perform functions they cannot.
| Capability | Document search | Data warehouse / EDS | Coding assistant / NLP toolkit | |
|---|---|---|---|---|
| Finds documents | – | – | ||
| Stores structured data | – | – | ||
| Reads free text into coded data | – | – | Partial | |
| Captures timing, negation, certainty, medication status | – | – | – | |
| Outputs FHIR R4 and OMOP | – | Varies | – | |
| Answers questions in plain language | – | – | – | |
| Advanced medical and statistical analysis | – | – | – | |
| Enables EHDS readiness | – | – | – |
Document search
- Finds documents
- Stores structured data–
- Reads free text into coded data–
- Captures timing, negation, certainty, medication status–
- Outputs FHIR R4 and OMOP–
- Answers questions in plain language–
- Advanced medical and statistical analysis–
- Enables EHDS readiness–
Data warehouse / EDS
- Finds documents–
- Stores structured data
- Reads free text into coded data–
- Captures timing, negation, certainty, medication status–
- Outputs FHIR R4 and OMOPVaries
- Answers questions in plain language–
- Advanced medical and statistical analysis–
- Enables EHDS readiness–
Coding assistant / NLP toolkit
- Finds documents–
- Stores structured data–
- Reads free text into coded dataPartial
- Captures timing, negation, certainty, medication status–
- Outputs FHIR R4 and OMOP–
- Answers questions in plain language–
- Advanced medical and statistical analysis–
- Enables EHDS readiness–
Amorphous- Finds documents
- Stores structured data
- Reads free text into coded data
- Captures timing, negation, certainty, medication status
- Outputs FHIR R4 and OMOP
- Answers questions in plain language
- Advanced medical and statistical analysis
- Enables EHDS readiness
Your warehouse stays. Amorphous supercharges it.
Choosing a platform? Our short guide lists the questions worth asking any vendor, including us.
Get the evaluation guideSignature to Striata
- Weeks 1–2Technical workshop
Priority tasks, data sources, success metrics.
- Weeks 3–6Integration
A secure connection to your records through your existing EMR.
- Weeks 7–12Pilot
Your teams complete real tasks on selected cohorts.
- Month 4+Full deployment
The Data Engine structures continuously and Striata rolls out across departments.
Deploy Striata now.Let's talk.
For partnerships
hello@amorphous.health