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AI embedded in healthcare workflows
Use AI tools to surface meaningful data in real time, helping clinicians spend less time searching and make faster, more informed decisions at the point of care, without leaving their system.
peer-reviewed publications
years of clinical research
Turning complexity into clarity
SMARTSuite brings together clinical workflow tools that transform fragmented clinical data into real-time, searchable records within the systems clinicians already use.
Powered by HEALWELL AI’s DARWEN™ AI engine, SMARTSuite brings together structured and unstructured data. It can be used to quickly surface information responsive to the search parameters, simplify complex patient histories and enable care teams to identify at-risk or undiagnosed patients faster, enabling more informed decisions at point of care.
Why it matters
Turning data into better informed clinical action
Insights from unstructured data
80% of healthcare data is unstructured and buried in notes and reports. SMARTSuite helps healthcare providers unlock and summarise this information, making previously hard-to-access data easier to use.
Surface what matters most
Fragmented healthcare data can make finding the right information time-consuming. SMARTSuite provides smarter search, helping healthcare providers spend less time digging and more quickly find what they’re looking for.
Reactive to proactive care
Important, documented information can be overlooked when it’s difficult to find. SMARTSuite helps bring this information into view sooner, supporting proactive, clinician-led care.
Intelligence where it matters
SMARTSuite delivers AI tools directly within workflows, so clinicians can act in context without switching systems.
Clinical Intelligence Tools
Explore the SMARTSuite
SMARTSearch is an AI-powered clinical search tool that enhances and accelerates how clinicians find information across the full patient record, including notes, reports, imaging, and lab results.
SMARTIdentify analyses longitudinal patient records using guideline-aligned clinical logic and risk stratification powered by DARWEN™ AI to surface at-risk and undiagnosed patients earlier.
SMARTSearch is an AI-powered clinical search tool that enhances and accelerates how clinicians find information across the full patient record, including notes, reports, imaging, and lab results.
Help care teams find the right patient information faster.Â
Organise fragmented patient records into traceable, review-ready summaries.
Surface patients who may warrant clinical review, sooner.
SMARTSearch is an AI-powered clinical workflow search tool that enhances and accelerates how clinicians find information across the full patient record, including notes, reports, imaging, and lab results. Using semantic search, it understands clinical language, shorthand, and context, so clinicians can find what they need without relying on exact terms.
With pre-indexed data, structured results, and in-context document review, it reduces time spent navigating systems and supports decision making in busy environments.
Best for: Clinicians needing rapid access to specific patient information across fragmented records
SMARTSummary uses the DARWEN™ AI engine to consolidate patient information from fragmented notes, reports, and documents into a single, structured clinical summary. Concise summary statements are traceable to the underlying source records for clinician review and verification.
By reducing time spent locating and reviewing information across records, SMARTSummary helps clinicians quickly understand patient context, reducing administrative burden and supporting informed decisions while preserving independent clinical judgement.
Best for: Quickly understanding complex patient histories without manual chart review.
SMARTIdentify uses DARWEN™ AI to search longitudinal patient records against user-defined parameters, which may be informed by evidence-based clinical guidelines or other recognised criteria selected by the user or their organisation. It brings potentially relevant patient records into focus for clinician review, independent assessment and risk stratification.
By making relevant information easier to find across patient populations, SMARTIdentify supports proactive cohort review and helps clinicians make better-informed decisions within their existing workflows.
Best for: Population health teams and specialists identifying at-risk or undiagnosed cohorts
How the SMARTSuite works
Ingest
Captures structured and unstructured data from across your environment, including HL7, FHIR, C-CDA, clinical notes, reports, imaging, and lab results.
Search
DARWEN™ AI extracts clinically relevant variables from narrative text and applies the user’s search parameters, which may also be informed by criteria selected by the user or their organisation.
Deliver
Helps clinicians surface data relevant to their search parameters for review and independent assessment, with results fully traceable to source data and delivered directly within their workflow to support better-informed care.
DARWEN™ AI
The AI engine behind the SMARTSuite.
Clinically validated foundation
DARWEN™ AI is backed by more than nine years of clinical research and validated in 47+ peer-reviewed publications across 11+ therapeutic areas, including rare diseases.
Designed to support clinicians
Outputs are consistent with and grounded in the longitudinal patient record. The same input is designed to produce the same result, supporting performance to be consistent, measurable and controlled.
Researched and validated on real-world healthcare data
Tested across millions of clinical documents and thousands of patient records, DARWEN AI is backed by peer-reviewed research and validation against clinician-annotated reference datasets.
From research to real-world impact
Part of the HEALWELL AI family, DARWEN™ AI is integrated into Orion Health platforms to deliver impact directly in the workflow.
Transparent and traceable
Every summarised statement or search result links back to source data and supporting clinical context, enabling providers to independently review and verify the information presented.
Discover more about DARWEN AI
Explore the clinical research, technical foundations, and real-world validation behind DARWEN™ AI, including peer-reviewed studies and detailed performance insights.
INDUSTRY RECOGNITION
DARWEN™ AI recognized by leading industry bodies.
Recognized for both real-world healthcare outcomes and scientific innovation, DARWEN™ AI was named an AI Impact Awards 2025 Finalist and Prix Galien USA 2024 Best Startup winner.
Grounded in research. Used in practice.
Validated across leading clinical journals.
PROVEN CLINICAL OUTCOMES
Measurable outcomes across clinical and operational performance.
200 missed patients identified
In cardiology deployments, DARWEN™ AI identified 200 previously missed candidates for valve replacement. Of these, 66% met urgent clinical criteria, thereby improving patient outcomes while uncovering significant service-line opportunities.
Health System in Atlanta, Georgia, U.S.
4,100 care gaps uncovered
In heart failure programs, DARWEN™ AI identified 4,100 patients not receiving guideline-recommended therapy. Within months, 40% were optimised, demonstrating the ability to close care gaps at scale and improve clinical outcomes.
Community cardiology clinics across Canada
Diagnose rare diseases earlier
Across rare disease use cases, including ATTR (transthyretin amyloidosis), DARWEN™ AI identifies both diagnosed and previously undiagnosed patients. This enables earlier diagnosis and faster access to treatment in conditions where delays can span years.
Frequently Asked Questions
SMARTSuite is powered by DARWEN™ AI, HEALWELL’s clinically validated extraction and inference engine, with evidence published across 47+ peer-reviewed studies spanning multiple therapeutic areas. Performance is measured against clinician-adjudicated ground truth using established metrics such as precision, recall, and F1 score, ensuring consistently high accuracy.
All outputs are fully explainable and auditable, with every insight linked back to source data and supporting evidence. This enables clinical oversight, supports governance requirements, and allows clinicians to validate the basis for any output.
Together, this foundation of clinical validation, transparency, and standards alignment provides healthcare organisations with a trusted, regulator-ready approach to deploying AI at scale.
SMARTSuite provides decision support, not decision-making. Clinicians remain fully responsible for interpretation and care decisions.
SMARTSuite is built on open interoperability standards—HL7 v2, FHIR R4, C-CDA, and SMART on FHIR—so it works alongside standards-based EHRs, EMRs, and HIEs without requiring data migration or duplication.
It integrates in two ways: embedded within Orion Health’s Clinical and Patient Viewers for in-context workflows, or via SMART on FHIR and REST APIs with third-party systems.
Insights are surfaced directly within existing workflows, enabling clinicians to act without switching systems or disrupting care delivery.
SMARTSuite is designed to align with clinical governance frameworks, applying guideline-based logic to ensure outputs are clinically relevant and appropriate. All insights are fully traceable to source data, supporting auditability and clinical review.
Controls are in place to prioritise high-value signals and minimise noise, helping reduce the risk of false positives and alert fatigue while supporting safe, consistent decision-making.
SMARTSuite operates within Orion Health and HEALWELL’s secure platform environments, with data handled under healthcare-grade security and privacy controls aligned to frameworks such as ISO 27001 and SOC 2. This is supported by established privacy impact assessment processes and clinical governance frameworks.
It supports flexible deployment models, including cloud and regionally hosted environments, allowing data processing and model inference to remain within a customer’s jurisdiction to meet local data residency and compliance requirements.
Standards-based data ingestion using FHIR and C-CDA avoids unnecessary duplication of patient data, while strict controls govern access, processing, and storage at every stage.
The SMARTSuite delivers measurable clinical and operational impact.
In published deployments and live implementations this includes: ~70% clinician action rate on AI identified patients, 40-60% reduction in clinician time spent on pre-visit chart review, 30-50% reduction in time spent producing discharge documentation, and feature level extraction accuracy averaging 0.96 across validated clinical variables.
Because SMARTSuite is embedded within existing clinical systems, organisations can realise value quickly. A typical engagement reaches pilot deployment in 3-4 months, with staged rollout over a further 3-6 months without major workflow disruption.