AI solution helping clinicians personalize antidepressant therapy
country
Sweden
Key results
30% faster time to symptom remission

A clinical decision support tool for better management of antidepressant treatment

NorthernLight Diagnostics is a Karolinska Institutet spin-off developing AI-powered decision support tools that help clinicians choose the right antidepressant treatment faster and with higher precision.

Challenges in Mental Health Treatment

Delayed Treatment Optimization Prolongs Symptoms

Many patients with depression experience long trial-and-error cycles with antidepressants, leading to delayed symptom relief and reduced quality of life.

Limited Personalization Lowers Remission Rates

Current treatment decisions often rely on generalized guidelines rather than individual patient data, leaving clinicians without tools to tailor therapy effectively.

High Clinician Burden Drives Burnout

Clinicians face growing caseloads and complex medication choices without adequate support, increasing the risk of suboptimal treatment and clinician burnout.

Our collaboration

NorthernLight Diagnostics came to us to build a decision-support solution for clinicians treating patients with depression. Their main challenge was the inefficiency of antidepressant treatment selection — a trial-and-error process that prolongs symptoms, increases clinician workload, and drives up healthcare costs.

 

The goal was to create a platform that uses objective, patient-specific data to guide antidepressant treatment decisions, enabling doctors to deliver faster, more effective care while reducing costs per patient.

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AI-powered tool to improve outcomes and reduce workload in depression care

Together with NorthernLight Diagnostics, we created an AI-powered decision support tool for depression treatment that predicts the outcome of different antidepressant options before therapy begins. This solution helps clinicians personalize care, reduce trial-and-error, and shorten time to symptom relief for patients.

Clinician Dashboard with AI Decision Support
Clinicians get a clear view of patient history with interactive charts and AI-driven insights, helping them choose the right treatment faster and more accurately.
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Patients' dashboard
Patient dashboard with a dedicated view for each patient, allowing clinicians to review patient history and make treatment decisions more effectively.
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Analytics visualisation
We've provided several charts that make it easier for them to analyze information and view the data from different perspectives.
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AI support in decision-making
AI analyzes patient data, history, and treatments to offer treatment predictions. It solves the challenge of processing complex data quickly and accurately.
Clinical Documentation & Oversight
The platform equips clinicians with intuitive, time-saving features that simplify documentation, streamline patient management, and provide clearer insights for treatment decisions.
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Automatically generated PDF-report
These reports consolidate critical patient data into a concise, easy-to-read format, saving clinicians time and reducing the risk of overlooking important information.
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Structured Treatment Feedback
Clinicians can record initial treatment recommendations, reasons for switching, and patient outcomes in a clear, guided format.
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Patient Management
Clinicians can easily add, update, or remove treatments, giving them full control over patient care plans while ensuring records stay accurate and up to date.

Better outcomes 
for everyone involved

Shorter time to reach symptom remission

Ahead Treatment Advisor helps patients find effective antidepressants faster, reducing trial-and-error and accelerating recovery.

Reduce costs for healthcare

By shortening treatment cycles and lowering clinician workload, the solution decreases overall costs while improving quality of care.

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"Everything was great! Big thank to Nozomi for the great planning, valuable feedback and recommendations, and excellent output. It was a pleasure to work with them."
Jan Lorenz
Product Owner
How our approach leads to meaningful outcomes
Our approach covers everything from strategy and full execution - all built with strict compliance standards for healthcare.
Combining Strategy with Full Cycle Execution
We know the healthcare market, its challenges, and what it takes to make a real impact. We help you shape the right strategy and then bring it to life from start to finish.
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AI-first Design and Personalisation 2.0
Our vision is to shift the way users interact with health apps. Instead of a traditional interface, we create a conversational experience that feels intuitive and human.
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Strong Emphasis on Security and Compliance
We build every solution with security and compliance at its core, so you can innovate with confidence knowing it meets the strict standards of healthcare.
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Co-creating the next generation of Digital Health with Nozomi
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Our initial call is where we explore ideas, align on priorities, and set the foundation for something impactful
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Have questions?

How is Nozomi different from other product studios?
Nozomi is different because we care about outcomes, not just outputs—we design digital health products that improve patient lives, not just ship features. Unlike generic studios, we focus exclusively on healthcare, blending empathy, UX, and compliance into every solution.
Do you offer ready-made solutions?
All of our products are fully custom — tailored to your goals, audience, and regulatory context. That said, we often use pre-built components, like our Nozomi AI platform, to accelerate delivery and reduce risk.
Do you have experience with AI in healthcare?
At Nozomi we’ve been building AI-powered health solutions ranging from patient care companions and digital therapeutics to remote monitoring platforms and prevention tools. Our approach is Conversational UX, where users interact with AI not as a tool, but as a companion that guides, personalizes, and supports their health journey.
How do you price your projects?
We price projects based on scope, complexity, and regulatory needs — usually as a fixed-price discovery followed by time-and-materials or milestone-based execution. This ensures partners only pay for what creates real value while keeping flexibility for product evolution.
How do we get started?
We usually begin with a short discovery call to understand your goals and challenges, then move into a scoping workshop where we outline the product vision, priorities, and roadmap. From there, we provide a clear proposal with timelines, costs, and next steps so you can make an informed decision.
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