AI Enhanced Clinical Pathway Builder

Safely orchestrate AI-powered patient journeys.

Transform Healthcare Workflows

Reduce clinician documentation time by 50% and cognitive load significantly

70% Faster Triage

Automated triage and AI-powered summaries dramatically reduce processing time

30% Less Admin

Streamlined workflows and automated documentation reduce administrative burden

Fully Compliant

FHIR and DICOM native architecture ensures regulatory compliance

Explore Our Platform

Screenshots showcasing key features and functionality

AI Function as a Medical Device (AiFMD)

Turn AI prompts into safe, regulated clinical assets

Darwinist allows healthcare providers to build, test, and deploy AI-powered clinical logic safely within their own infrastructure. By combining a structured prompt with a designated LLM, each AI Function is version-controlled, documented, and governed like any other medical device—without requiring external certification when used in-house.

Composable AI Functions

Define clinical logic as a combination of structured prompt + LLM model.

Clinician-Governed Logic

All AI Functions are fully auditable and integrated with your clinical safety processes.

Version Controlled

Track prompt iterations, test outputs, and rollbacks just like software.

In-House Regulatory Exemption

Used within a single hospital under UK MDR’s health institution exemption

Integrated with Clinical Pathways

Each AiFMD powers one or more steps within a defined care pathway.

FHIR-Native Input & Output

Receives structured patient data and emits structured results for EHR or workflow integration.

FHIR Resources

Each FHIR resource serves a specific purpose in healthcare data management, enabling interoperability and standardization across systems. These resources are widely used in electronic health records (EHRs), clinical decision support systems, and healthcare applications.

Patient

Represents demographic and administrative information about an individual receiving care. Used for identifying and managing patient records.

Observation

Captures measurements and clinical assessments, such as lab results, vital signs, or imaging findings. Essential for tracking patient health data.

Condition

Represents a clinical condition, problem, or diagnosis. Used for documenting patient health issues and managing care plans.

MedicationRequest

Represents a request for medication for a patient. Used for prescribing, dispensing, and tracking medication orders.

Procedure

Documents actions taken on a patient, such as surgeries, therapies, or diagnostic tests. Used for tracking interventions and outcomes.

Encounter

Represents an interaction between a patient and healthcare provider, such as a visit, admission, or consultation. Used for managing episodes of care.

AllergyIntolerance

Captures information about allergies or intolerances a patient has. Used for ensuring safe treatment and avoiding adverse reactions.

Immunization

Documents vaccines administered to a patient. Used for tracking immunization history and compliance.

DiagnosticReport

Represents the findings and interpretations of diagnostic tests, such as lab results or imaging studies. Used for clinical decision-making.

CarePlan

Represents a plan for managing a patient's health, including goals, interventions, and outcomes. Used for coordinating care across providers.

Device

Represents medical devices used in patient care, such as implants, monitors, or diagnostic tools. Used for tracking device usage and maintenance.

Appointment

Represents a scheduled meeting between a patient and healthcare provider. Used for managing bookings and availability.

HealthcareService

Represents services offered by a healthcare provider, such as specialties or facilities. Used for managing service directories.

Practitioner

Represents information about healthcare professionals. Used for identifying and managing provider roles and responsibilities.

Organization

Represents details about healthcare organizations, such as hospitals or clinics. Used for managing administrative and operational data.

Platform Features

Built on open standards with modular, extensible architecture

Modular Architecture

Each pathway can be enhanced with relevant modules—imaging, AI summaries, prescription systems—making the platform fully extensible.

AI-Powered Summaries

Automated summaries of patient notes and discharge letters, particularly beneficial in psychiatric and long-term care settings.

FHIR Native

Built on open standards (FHIR) for seamless integration and interoperability with existing NHS systems.

Pathway-Centric Care

Unifies all patient data—notes, imaging, referrals—into a single, clinician-facing interface organized by care pathways.

Use Cases

Start small with focused pathways, then expand across your organization

Digital Front Door

AI-enabled automated triage system that streamlines patient entry and routing.

ADHD Pathways

Structured care pathways for ADHD assessment, diagnosis, and ongoing management.

Discharge Summaries

Automated generation of comprehensive discharge summaries and care continuity documentation.

Simple, Transparent Pricing

Pay-as-you-go model designed to avoid procurement complications

Modular Pricing

£1

per patient per pathway per year

Core pathway management
FHIR/DICOM compliance
Basic reporting
+£1 for AI summarization module
+£1 for Radiology viewer module
+£1 for Additional modules

Article: How Darwinist Enables Delivery of England's 10-Year Health Plan

Darwinist's pathway-centric platform directly supports England's 10-Year Health Plan radical shifts from hospital to community, analogue to digital, and sickness to prevention, offering ICBs practical tools for immediate deployment.