Context-aware analytics for digital health
We're excited to be exhibiting at ATTD 2026! If you're attending*, come visit us at booth 85 or book a 1:1 meeting using the button below.
* tickets sold separately at https://attd.kenes.com/
We develop decision-support software that connects everyday life with clinical reasoning - using explainable analytics, pattern detection, and evidence-first summaries.
Our Mission
Our mission is to bring real-world context into health data so care teams and families can plan ahead, not just look back.
ContextML is building decision-support software that correlates device signals with lived experience - activity, routines, illness, travel, growth phases - to surface patterns, explain changes, and summarise risk windows.
We’re developing this capability through a reference product prototype (Steddia) and an integration-focused API layer, enabling validation through clinical studies and partnerships.
Our initial focus is paediatric Type 1 Diabetes, where real-world variability is the rule rather than the exception. It’s also where better decision support can make a genuinely human difference for children and families - and reduce cognitive burden for clinicians and care teams.
From fragmented signals to actionable insight
Steddia: our flagship prototype in paediatric Type 1 Diabetes
A caregiver + clinician ecosystem demonstrating how context-aware analytics can connect home and clinic through a shared intelligence layer.
Pattern detection + risk windows
Context-aware insights (not just glucose charts)
Event and routine modelling (sport, school, illness, travel)
Explainable summaries for clinics (pre-visit clarity)
Cohort comparison for context
Scenario planning (“what if we change routine?”)
Collaborate with us
Clinicians & clinics
Help shape pilots, endpoints, and clinical workflows.
• Trial or pilot collaboration
• Pre-visit summary feedback
• Outcomes and evaluation design
Digital health & device teams
Explore embedding context-aware analytics into existing products.
• API/SDK discussions
• Integration concepts
• Joint validation studies
Caregivers & families (T1D)
Test the prototype and tell us what real life actually looks like.
• Usability feedback
• Context logging ideas
• What would genuinely help day-to-day
Send us a message
Tell us who you are (clinician, caregiver, or product team) and what you’d like to explore - we’ll reply personally.
Updates
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Meet ContextML at ATTD 2026 in Barcelona!
December 2025 - Company announcement
We are excited to announce that we will be presenting at the ATTD TechFair 2026. Come visit us at booth 85 to discuss the future of contextual AI in diabetes care. Let’s connect in Barcelona!
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Steddia is now a registered trade mark in the European Union
August 2025 - Company announcement
ContextML is pleased to announce that its product brand, Steddia, is now a registered trademark with the European Union Intellectual Property Office (EUIPO).
Steddia uses smart, personalised insights to help you understand your child’s patterns by considering various data points like glucose, insulin, carbohydrates, and heart rate in the context of their daily life.
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ContextML Joins Spitzenverband Digitale Gesundheitsversorgung
August 2025 - Company announcement
ContextML is pleased to announce its membership in the Spitzenverband Digitale Gesundheitsversorgung e.V. (The National Association of Digital Health Care e.V.). This will allow the company to contribute to the advancement of digital healthcare and represent the interests of eHealth providers in Germany.
The Spitzenverband Digitale Gesundheitsversorgung serves as a unified voice for the digital health sector, promoting collaboration and innovation among its members. By joining this association, ContextML reinforces its commitment to improving healthcare outcomes through secure, context-aware AI technologies.
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Jens Lund graduates Founder Institute, accelerating mission to improve lives for people with diabetes
June 2025 - Company announcement
Jens Lund, Founder and CEO of ContextML UG (haftungsbeschränkt), proudly announces his successful completion of the demanding Founder Institute Core Program. This achievement signifies the company's enhanced readiness to accelerate its impactful mission: improving lives for people living with diabetes. The intensive training, expert mentorship, and robust global network gained through the program have uniquely positioned the company for its upcoming advancements.
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ContextML awarded ATTD Startup Grant and set to exhibit at ATTD 2025
January 2025 – Company announcement
ContextML is proud to announce that it has been awarded the ATTD startup grant and will be attending ATTD 2025 in Amsterdam as exhibitors at the Tech Fair. This recognition underscores the company’s dedication to advancing diabetes care through cutting-edge innovation.
Visit ContextML at Booth 76 to learn more!
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ContextML joins NVIDIA Inception
December 2024 - Company announcement
NVIDIA Inception is a program that nurtures startups revolutionizing industries with technological advancements. The program helps startups during critical stages of product development, prototyping and deployment.
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ContextML is now an official member of KI Park
June 2024 - Company announcement
KI Park e.V. is an association of research institutions, start-ups, and established companies. The aim is to advance the development and application of artificial intelligence technologies in Germany and Europe.
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ContextML is now a registered trade mark in the European Union
February 2024 - Company announcement
ContextML is pleased to announce that its company brand is now a registered trademark with the European Union Intellectual Property Office (EUIPO).
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ContextML is now part of Microsoft for Startups Founders Hub
September 2023 - Company announcement
ContextML is proud to be part of Microsoft for Startups Founders Hub, a global program that supports startups with cutting-edge tools, Azure cloud credits, and expert mentorship to drive innovation and growth.
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"Wie können KI-Systeme in der Medizin erklärbar und nachvollziehbar gestaltet werden?" (external research in German)
June 2023 - An interactive workshop at Zentrum für vertrauenswürdige Künstliche Intelligenz (ZVKI)
