What if you could listen to millions of patients at once?

Access and utilise Pharos to extract evidence and insights from the world’s largest real-time patient experience source.

Pharos puts the global experience of patients at your fingertips

Real-World Data-Based Synthetic Patient Populations

Tap into real-world data based synthetic patient populations that give you unprecedented access to authentic patients’ perspectives on quality of life, disease burdens and available treatments.

Decrease The Time-To-Insight

Experience how Pharos answers questions that typically take months in mere seconds while increasing the number of patients “asked” by a factor of 10,000.

Achieve More With Less, Every Day

Change the way you perceive patients for good and generate evidence & insights on demand to increase the probability of success in R&D and your commercial ROI with one solution.


What you get with Pharos Suite

Continuous growth icon

Early pipeline decision-making

Supports cross-functional teams in prioritising PFDD, including market research, target product profiles, value proposition design and evidence generation plans.

Continuous growth icon

Clinical Development

Assists R&D teams in the designing and incorporation of relevant endpoints into phase II,III and IV trials, aligning with regulators’ guidelines for patient-centered drug development.

Continuous growth icon

Value Demonstration & RWE generation

Informs benefit-risk assessment and comparative effectiveness research by incorporating patient preferences, aiding HEOR and RWE generation.

Continuous growth icon

Marketing & Support Program

Essential tool for optimising product launch activities, marketing tactics, communication materials, and patient support programs.

Continuous growth icon

Powerful analytical tools

Utilises cutting-edge technology and analytical methods to access and understand patients across various therapy areas and time.

Continuous growth icon

Discover PatientGPT

A revolutionary patient-centric co-pilot.
Analysing medication effects from real-time patient experiences in seconds.

Pharos makes compliant data-driven, patient-centricity 

a reality through the potential of

Online Patient Experience Data ♦ Artificial Intelligence ♦ Natural Language Processing

HyperStream Graphic
Pharos Graphic
Sphinx AI Graphic

Largest real-time patient experience data stream on earth

Imagine millions of patients’ experiences at your fingertips

A world-class machine-reading artificial intelligence for Pharma

Pioneering the evolution of topic-based social media listening towards supervised medical and pharmaceutical concept detection.

The Pharos Suite

Stop looking at topics and start observing variables. Differentiate between intriguing and actionable aspects.


The largest real-time patient experience data stream on earth. It captures the real-world digital history of entire therapeutic areas, as shared by AI-verified patients.

Popular Features

Collect patient experience data from 100,000,000 online sources

Cover data in 26 different languages, including Japanese and Chinese

Capture both patient and physician insights from online data sources

Sphinx AI

An award-winning supervised AI-framework designed for Lifescience, wielding 40+ unique AI models, built from hundreds of thousands of training data points.

Popular Features

Anonymises online data and ensures GDPR compliance

Converts narratives into a faceted, longitudinal patient-experience dataset for any disease

Harmonises fragmented evidence and identifies patient-reported outcomes and treatment experiences

Quantifies the relative importance, impact, and severity of symptoms and secondary disease burdens


Experience the most complete platform for analysing the global patient experience, developing evidence & insights, tracking brand health, and informing product strategy and R&D.

Popular Features

Filter data by thousands of drug products, non-drug treatments, symptoms, quality-oflife facets, and demographic variables.

Determine unmet needs for any patient segmentation or drug product and derive jobs to be done for patients of any demography

Design representative patient personas and entire patient journeys in 60 seconds or less

Use PatientGPT to literally speak to millions of patient experiences worldwide.


A revolutionary patient-centric co-pilot that helps you be more patient-centric every day, tuned with 50 million real-world data points across 25 different disease areas.

Popular Features

PatientGPT is accurate. 40+ supervised AI models ensure focus and factuality.

It gives users access to real-world databased synthetic patient populations.

It answers questions, produces hypotheses, and creates patient personas and entire patient journeys.

Experience how you accomplish 6 months of research in 60 seconds.

How HyperStream works


Data Collection

Collects real-time patient and physician experience data from 100 Million online sources in 26 different languages



Anonymises the data to protect patient privacy and ensure GDPR compliance at every step of the way


Data Integration

Combines scattered data points into a single longitudinal dataset, showing the complete patient experience over time


Understand the fabric of patients’ experiences

Researchers and healthcare professionals connect to HyperStream to link patient experiences to existing datasets, create evidence, produce insights, track brand health, build patient personas, and entire patient journeys

How SphinxAI works

Step 1

Data Harmonisation

Ingests data via our HyperStream,
harmonises, and links it together from a diverse set of sources to lay the foundation for well-balanced and disease-specific patient and physician databases.

Step 2

Separation of Noise from Signal

Identifies author types such as patients, relatives, caregivers, and physicians based on how people write. This further structures disease-specific databases by stakeholders.

Step 3


The evolution from topic-based Social Listening involves the utilisation of over 40 supervised Al algorithms, producing hundreds of meaningful variables to determine co-occurrences and ground insights & evidence in actual Conceptual Disease Models.

Step 4

Targeted Sentiment

Crafts the causal relationship between symptoms, drug products, quality-of-life impacts, and expressed emotions to quantify how patients are burdened and how diseases impact their daily lives.

Step 5

Relative symptom severity

It determines how severe patients perceive symptoms and how treatments
improve or worsen the quality of life for patients to quantify the benefit of therapies to patients at a global scale.

Step 6

Relative QoL importance

Identifies WHOQOL-inspired facets: Physical Health, Psychological Health, Level of Independence, Social Relations, Environmental, and Non-Material aspects ranked by patient-reported importance.

Step 7

Faceted Longitudinal Dataset

Put together, SphinxAl ingests unstructured data and creates detailed, longitudinal real-world data-based synthetic patient populations for insight & evidence generation.

How Pharos works

step 1

Data collection

Uses integrated data streaming and AI to capture authentic online patient experiences, including quality of life, disease burdens, and treatments.

step 2

Turns Raw Data Into Population Data

Facilitates the conversion of raw online patient experience data into real-world data-based synthetic population data

step 3

Understanding Patient Perspectives

Helps researchers and Lifescience stakeholders understand patients’ perspectives for improved decisions from R&D to Commercialisation

step 4

Create Value

Feel the power of AI by dynamically building conceptual disease models & crafting entire patient journeys, creating evidence & insights, analysing competitors, and researching unmet needs all in seconds.

Pharos Analysed Diseases

Presently, Pharos Suite covers 25 indications in Oncology, Metabolism, Respiratory, Central-Nervous Systems, Inflammatory, and Rare Diseases.

It generates evidence and insights in multiple therapy areas, continuously expanding the list.

Inquire here for more information on covered indications and upcoming ones.

Pharos is your AI-powered patient knowledge hub, analytics
platform, and day-to-day patient-centricity co-pilot in one

Pharos Suite

In application, the Pharos Suite is a full-circle strategic solution that can help you design, continuously improve upon, and execute an evidence-based strategy to drive patientcentricity and patient-focused decision making along the entire treatment development and commercialisation life-cycle.

How Pharos suite works

Four steps to
actionable insights



Choose the disease, demographic variables, and timeframe (historical analysis and/or real-time) that suit your requirements.

Gather data from one billion patients globally. With HyperStream, we collect real-world data from 100 million sources worldwide, covering relevant diseases in 26 languages.

Sphinx AI transforms online real-world data into AI-generated Conceptual Disease Models, patient personas and journeys by machine-reading, organising, and improving the collected patient experience data using custom natural language processing algorithms designed to match the FDA’s patient-focused drug development guidelines.

Explore AI-enriched patient experience data and segment semi-synthetic patient populations on your own or supported by our Subject Matter Experts. Master insight & evidence creation using hierarchical filters, analyse trends, track brand health, identify unknown patient needs, and answer questions or create hypotheses via PatientGPT directly