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Clinical AI embedded in clinical workflows.
Use clinically validated healthcare AI to surface meaningful insights in real time, helping clinicians spot risk sooner, spend less time searching, and make faster, more informed decisions at the point of care, without leaving their system.
Turning complexity into clarity with AI you can trust.
SMARTSuite brings together clinical intelligence tools that transform fragmented clinical data into real-time, actionable insights within the systems clinicians already use.
Powered by HEALWELL AI’s clinically validated DARWEN™ AI engine, SMARTSuite brings together structured and unstructured data. It quickly surfaces relevant information and simplifies complex patient histories, and uncovers at-risk or undiagnosed patients earlier. The result is faster, safer, and more informed decisions at every point of care.
peer-reviewed publications
years of clinical research
Why it matters
Turning data into decisive action
Insights from unstructured data
80% of healthcare data is unstructured and buried in notes and reports. SMARTSuite transforms it into structured, clinically relevant insight, enabling faster, more informed decisions.
Surface what matters most
Healthcare data is often fragmented and noisy. SMARTSuite highlights the most relevant clinical insights, helping clinicians focus on what matters for faster, more confident clinical decisions.
Spend less time searching
Clinicians spend too much time searching across systems. SMARTSuite surfaces the right information in the moment, reducing navigation and administrative burden.
Insights from unstructured data
80% of healthcare data is unstructured and buried in notes and reports. SMARTSuite transforms it into structured, clinically relevant insight, enabling faster, more informed decisions.
Surface what matters most
Healthcare data is often fragmented and noisy. SMARTSuite highlights the most relevant clinical insights, helping clinicians focus on what matters for faster, more confident clinical decisions.
Spend less time searching
Clinicians spend too much time searching across systems. SMARTSuite surfaces the right information in the moment, reducing navigation and administrative burden.
AI you can trust in practice
Built on DARWEN™ AI and validated across 47+ clinical studies, SMARTSuite delivers proven, real-world performance, supporting confident clinical decision-making at scale.
Reactive to proactive care
Missed diagnoses happen when signals are buried. SMARTSuite identifies risk earlier using clinically validated signals, enabling personalized, proactive care.
Intelligence where it matters
SMARTSuite delivers clinical intelligence directly within workflows, so clinicians can act in context without switching systems.
AI you can trust in practice
Built on DARWEN™ AI and validated across 47+ clinical studies, SMARTSuite delivers proven, real-world performance, supporting confident clinical decision-making at scale.
How the SMARTSuite works
Ingest
Captures structured and unstructured healthcare data from across your environment, including HL7, FHIR, C-CDA, clinical notes, reports, imaging, and lab results.
Analyse
DARWEN™ AI extracts clinically relevant variables from narrative text and applies guideline-aligned logic to identify risk, patterns, and intervention opportunities.
Deliver
Surfaces explainable insights, patient summaries, and at-risk cohorts, fully traceable to source data and delivered directly within the clinician’s workflow.
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.
Find the right clinical information instantly, no matter where it lives.
Turn fragmented patient data into clear, actionable clinical summaries.
Identify at-risk and undiagnosed patients earlier, with confidence.
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. 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 confident decision-making in time-critical environments.
Best for: Clinicians needing rapid access to specific patient information across fragmented records.
SMARTSummary uses the clinically validated DARWEN™ AI engine to generate clinical summaries from across the patient record into a single, structured view. It consolidates fragmented notes, reports, and documents into concise, traceable, and clinically meaningful summaries that highlight what matters most.
Reducing manual chart review saves time, lowers administrative burden, and enables clinicians to quickly understand patient context and make informed decisions at the point of care.
Best for: Quickly understanding complex patient histories without manual chart review.
SMARTIdentify analyzes longitudinal patient records using guideline-aligned clinical logic and risk stratification powered by DARWEN™ AI to surface at-risk and undiagnosed patients earlier. It enables proactive cohort identification and risk stratification, generating actionable patient lists that integrate into clinical workflows.
The result is earlier intervention, optimised treatment, and improved population health outcomes.
Best for: Population health teams and specialists identifying at-risk or undiagnosed cohorts.
POWERED BY DARWEN™ AI
The clinically validated AI behind the SMARTSuite, proven in real-world care.
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 for clinical use
Outputs are consistent and grounded in the longitudinal patient record. The same input produces the same result, ensuring performance is measurable and controlled.
From research to real-world impact
Part of the HEALWELL AI family, DARWEN™ AI is embedded within Orion Health platforms to deliver impact directly in the workflow.
Proven in real-world care
It has analyzed millions of clinical documents and screened hundreds of thousands of patients, turning fragmented healthcare data into actionable clinical insights.
Explainable and traceable
Every insight links back to source data and supporting clinical context, validated against clinician-adjudicated ground truth using established metrics.
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.
Recognised 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.
Validated by Research. Trusted 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 programmes, 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.