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Clinical data should live where care happens
SMARTSuite delivers clinically evidenced patient insights directly into clinicians' existing workflows, not beside them. Surface relevant information sooner, spend less time searching, and make faster, more informed decisions at the point of care.
peer-reviewed publications
years of clinical research
The information behind confident clinical decisions
Behind every confident clinical decision is reliable information.
SMARTSuite brings clinically relevant, source-linked information into your existing workflows. Reduce administrative burden by surfacing documented information earlier. Made possible by the DARWEN ™ AI engine that powers SMARTSuite.
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 summarize 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.
Need to quicklyfind patient information? faster.Â
Need to understand a complex patient history?
Need to surface patients who may warrant clinical review, sooner?
SMARTSearch helps clinicians quickly find the information they need across the patient record, without disrupting their workflow.
Spend less time navigating, More time focused on the patient and get greater confidence in every clinical decision
Best for: Clinicians who need rapid access to specific patient information across fragmented records.
SMARTSummary consolidates clinical information into a single structured summary, traceable to the source records for clinician review and verification.
Less manual chart review, faster contextual understanding, and more time for patient care.
Best for: Teams caring for patients with complex or longitudinal medical histories.
SMARTIdentify helps you surface patients who may need clinical review sooner.
Earlier attention, More timely care, Healthier populations.
Best for: Population health teams and specialists reviewing patient cohorts against clinically agreed, guideline-based criteria.
Turning clinical data into timely clinical action
Connect Clinical Information
Captures clinical information from across your environment into a unified view. Supports HL7, FHIR, C-CDA, clinical notes, reports, imaging, lab results, and other structured and unstructured data sources.
Focus on What Matters
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
Surface relevant, explainable insights for clinician review and independent assessment, fully traceable to source data and delivered 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 summarized 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.
4,100 care gaps uncovered
In heart failure programs, DARWEN™ AI identified 4,100 patients not receiving guideline-recommended therapy. Within months, 40% were optimized, 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.