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Cura Ai Labs

Cura turns patient experiences between consultations into actionable insights for healthcare professionals and organisations using AI.Progress: Cura provides an AI powered layer between healthcare encounters.

  • FredrickFounder

    Co-Founder & Systems Builder for AI Healthcare Platform

The pitch

Cura AI Labs is building AI powered memory infrastructure for healthcare.

Healthcare encounters capture snapshots of a patient's condition, but the context between appointments often disappears. Changes in sleep, lifestyle, symptoms, personal circumstances, and other factors influencing health can go undocumented until the next consultation, leaving professionals to reconstruct what happened from fragmented information. Cura bridges this gap by helping patients capture their experiences between consultations and using AI to identify meaningful patterns, emerging trends, and relevant context. Instead of overwhelming healthcare professionals with raw data, Cura delivers concise, structured summaries that help them understand the patient beyond the consultation room. We have built our MVP and are now moving toward real world validation, initial deployments, and commercial partnerships. Our immediate focus is demonstrating measurable value for healthcare providers and the organisations that pay for care, while building the foundations for a broader infrastructure layer that can work across healthcare settings.

Problem

Cura AI Labs is building AI powered memory infrastructure for healthcare. Healthcare encounters capture snapshots of a patient's condition, but the context between appointments often disappears. Changes in sleep, lifestyle, symptoms, personal circumstances, and other factors influencing health can go undocumented until the next consultation, leaving professionals to reconstruct what happened from fragmented information. Cura bridges this gap by helping patients capture their experiences between consultations and using AI to identify meaningful patterns, emerging trends, and relevant context. Instead of overwhelming healthcare professionals with raw data, Cura delivers concise, structured summaries that help them understand the patient beyond the consultation room. We have built our MVP and are now moving toward real world validation, initial deployments, and commercial partnerships. Our immediate focus is demonstrating measurable value for healthcare providers and the organisations that pay for care, while building the foundations for a broader infrastructure layer that can work across healthcare settings.

Solution

Cura provides an AI powered layer between healthcare encounters. Patients can record their experiences in their own words, while our system organises this information, identifies relevant patterns over time, and generates concise contextual summaries for healthcare professionals. Patients retain control over who can access their information through a permissions based architecture. Healthcare professionals receive structured context without having to manually review lengthy diaries or reconstruct the patient's history from scratch. Cura is designed to complement existing healthcare systems, not replace electronic health records, diagnose patients, or add another administrative burden. Our goal is to make the information already present in patients' everyday experiences more useful, accessible, and actionable within existing care workflows.

Progress so far

Patients can record their experiences in their own words, while our system organises this information, identifies relevant patterns over time, and generates concise contextual summaries for healthcare professionals. Patients retain control over who can access their information through a permissions based architecture. Healthcare professionals receive structured context without having to manually review lengthy diaries or reconstruct the patient's history from scratch. Cura is designed to complement existing healthcare systems, not replace electronic health records, diagnose patients, or add another administrative burden. Our goal is to make the information already present in patients' everyday experiences more useful, accessible, and actionable within existing care workflows.

At a glance

Customer
Our initial commercial focus is occupational healthcare providers in the Netherlands, particularly providers managing recurring psychosocial cases involving workplace stress, mental health challenges, and return to work. Our primary buyers are owners, medical directors, and clinical operations leaders at occupational healthcare providers with approximately 10 to 30 clinicians. Employers are also potential customers because prolonged employee absence carries significant financial costs.
Business model
We offer two commercial models: Monthly subscriptions: Designed for smaller enterprises and providers that need a predictable, affordable entry point, with pricing based on the agreed scope and number of users. Enterprise licensing: Designed for larger employers and healthcare providers requiring organisation wide deployment, multiple teams, integration capabilities, and broader operational support. Pricing is structured around deployment scope and organisational requirements.
Team
4 founders

On Pitcher since October 2026

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