Met at Web Summit 2024 in Lisbon, ENDOless immediately stood out: a HealthTech startup taking on one of women’s most underdiagnosed, under-researched conditions – endometriosis – with a focused, AI-native product approach. Their mission is simple yet ambitious: transform chronic, “invisible” pain into structured, predictive insights for patients, clinicians, and researchers.

🔎 The Problem: A Silent Epidemic With a Data Gap

Endometriosis affects roughly 1 in 10 women, yet diagnosis often lags by years. Fragmented symptom histories, inconsistent tracking, and limited clinical datasets make care pathways slow and frustrating—for both patients and providers. The result: missed signals, unreliable self-management, and overloaded clinics that struggle to personalize care at scale. ENDOless frames this as a data problem before anything else: without high-quality, longitudinal data, progress stalls.

💡 The ENDOless Solution: An AI-Native Platform

ENDOless is building a privacy-first, AI-powered platform that turns daily symptom inputs into predictive, doctor-ready intelligence.

• B2C mobile app: fast symptom logging, pattern visualization, and AI flare-up predictions, plus encrypted, clinician-ready summaries that can shorten the path to better care.
• B2B2C workplace offering: tools for employers and HR to support affected employees and reduce absenteeism (estimated 11–14 days lost per woman per year).
• Data engine for care & research: anonymized, real-world data enabling hospitals, research institutes, and pharma to understand needs and design better interventions.

On the product model, ENDOless has signaled a freemium approach with a low-cost premium tier, aligning with accessibility while funding continued development.

🚀 What Makes ENDOless Different

• Endometriosis-first: a focused, condition-specific UX and data model designed around flare cycles, triggers, and comorbidities – rather than a generic “women’s health” tracker.
• Predictive layer: not just logs – predictions and structured reports that are actually usable in clinical workflows.
• Evidence-minded business design: an explicit plan to turn patient-generated data into anonymized, research-grade datasets and – over time – a scalable SaaS layer for hospitals and life sciences partners.
• Ecosystem validation: recognized among impactful innovations (e.g., ChangeNOW 2025); active in leading startup communities (Station F) and present at Web Summit.

🧭 Where It Fits in the Care Journey

H3 – 📝 Pre-diagnosis & Tracking
Short, consistent logs reduce recall bias. Reliable time-series data improves clinical conversations, speeding referrals and workups.

H3 – 📈 Ongoing Management
Pattern detection plus flare-up predictions help users plan around life events, optimize medication timing, and test lifestyle changes more rigorously.

H3 – 🧪 Research & Clinical Innovation
Anonymized cohorts and longitudinal signals can inform trial design, care guidelines, and biomarker discovery, potentially accelerating real breakthroughs.

👩‍💻 The Team Behind ENDOless

• Alexandra Mont — CEO (product & delivery background; public advocacy for endometriosis; Web Summit alumna).
• Andrei Kuzmin — CTO (engineering leadership; AI/DevOps experience; building scalable health data platforms).

🏢 Market Signals & Traction

• Model & pricing: a freemium app with an accessible premium tier (indicatively €4.99/month) to drive adoption and retention.
• Scale aspirations: a roadmap to support ~190M women globally living with endometriosis and related conditions.
• Funding & stages: moving from pilot to platform; positioned for seed expansion to scale the data layer and B2B partnerships.

🧩 YOUR R&D × ENDOless: Where We Can Collaborate

At YOUR R&D, we build secure, compliant, and scalable software and AI for startups and SMBs. For a company like ENDOless, the right technical partner accelerates both product and evidence. Here’s how our teams could create value together:

H3 — 🔐 Data Platform & Privacy Engineering

H3 — 🧠 ML for Prediction & Personalization

H3 — 🩺 Clinician-Ready UX & Interop

H3 — 🧬 Research & B2B Workflows

• De-identification pipelines, cohort exports, and governed data sharing for hospitals/biopharma.
• Analytics workspaces for evidence generation and partnerships.
• Employer dashboards focused on absenteeism reduction and well-being program ROI.

Curious about how we support HealthTech founders? Start here: our blog hub.

Links:

• ENDOless website: https://www.endoless.app/
• YOUR R&D homepage: https://yourrnd.com/
• YOUR R&D blog: https://yourrnd.com/blog/

#HealthTech #FemTech #Endometriosis #AIinHealthcare #DigitalHealth #SoftwareDevelopment #Innovation