Data-driven patient-centricity and real-world evidence generation
With the largest real-time patient experience data stream on earth, a powerful Artificial Intelligence to interpret it and an analytics platform that provides succinct summaries of patients’ experiences, we enable stakeholders to identify unmet needs, develop a deeper understanding of disease burdens and treatment experiences to design and deliver more personalised therapies and consistently make it easier to put the patient first.

Understand patient populations, specific subgroups and their unique trajectories in real-time.
Consistently drive evidence-based strategy design and execution through distinctive data-driven outcomes to optimise and demonstrate the value of treatments.
Have you found a reliable and accurate way to understand patients’ realities?
Current research methods at your disposal do not provide an accurate picture of your patients’ daily lives with their conditions. You do not have access to their:
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experiences
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outcomes
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burdens and
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unmet needs.
It is frustrating to know that, under the constraints of available resources and methodologies, you can only achieve limited results in delivering the best possible outcomes for patients.
We believe:
You deserve to have access to all the patient trajectories and experiences you need in order to consistently understand and demonstrate how you can positively impact their health.

Understanding patients’ needs must become dramatically easier!
1. Define your target population.
Choose the disease, age, geography, and any other inclusion and exclusion variables that you need for your research.
2. Collect data from 1 billion patients worldwide.
Apply these criteria to efficiently collect real-world data on a global scale and gain access to a vast patient population in a fraction of the time and without added complexity.
3. Explore patient trajectories in real time.
Use our interactive research platform to dive deep into every facet of the patient experience, discovering needs, quantifying value, generating evidence and transforming it into action-ready insights.
A systematic approach to evidence generation
Semalytix’s Pharos platform is an AI-based real-world evidence generation tool that ingests data and breaks it down so you receive specific information about the disease you are investigating.
Pharos enables you to zoom into specific target populations, and to study nearly any variable of interest.
With Pharos, you can make informed decisions that directly impact your treatment’s success, and improve the lives of the patients you are serving.
Meet Pharos the future of patient-focused decision-making
The largest real-time patient experience data stream on earth
Millions of real-time patient experiences across therapy areas at your fingertips
A world-class machine-reading artificial intelligence developed for and together with Pharma

Patient data stream
Pharos collects online patient experience data from 25 million sources, identifies authentic patients with 98% precision in unstructured data, across geographies, and in 12 different languages that include all major European languages as well as Japanese and Simplified Chinese.
Real-time patient insights
Data collection can be configured to operate in real-time, capture historic data to create baselines, and event-centric time periods to, for example, accompany a drug launch.
Authentic patient voices
We separate noise from signals using algorithms that can identify patients in free-form text with 98% precision to enable you to dive into the unprompted and undistorted online patient experience to truly understand the patients that you serve
An artificial intelligence designed for Pharma
The Semalytix AI has been developed to accurately recognise 1,000,000+ medical concepts and entities in free-form text.
Multi-lingual AI and machine translation
Patient experience data is collected, processed and auto-translated in 11 European languages as well as a Simplified Chinese, providing you with both the most comprehensive global and market-specific perspectives.
Robust online target populations
Using fine-grained inclusion and exclusion criteria we model collected real-world data into robust “online target populations” to give you easy access to specific subgroups.


Faceted longitudinal analysis
Population data can be collected within a historic time frame between 2 and up to 10 years, allowing you to see trends across time to develop powerful cohorts.
Compliance
Pharos is compliant with
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the FDA’s 2019 patient-focussed drug development draft guidelines
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Pharmacovigilance procedures and standards (including all personell involved in research and project execution)
Transparency
The platform reports on the accuracy of all algorithms involved, making it really easy for you to interpret findings and publish findings.
Testimonials
Develop products that ensure high value for your patients
Without access to authentic patient-experiences, you risk spending years developing a treatment that does not solve – or maybe does not even address – true needs of patients; simply, a drug that doctors will not prescribe.
With Pharos, you get a thorough understanding of your patients’ needs from every angle, therefore, allowing you to make confident patient-centric decisions and demonstrate the value of your treatments in improving patients’ lives.