R&D Opportunity Discovery
HORIZON: The Opportunity Discovery Layer for Life Sciences R&D
A platform not for drug discovery, but for opportunity discovery.
HORIZON connects multi-stakeholder real-world insights, clinical dialogues, and the documented experiences of patients and caregivers directly with early-stage research to inform pipeline expansion and de-risk development.
While life sciences organisations invest significantly in computational biology and chemistry, connecting early research with real-world clinical context has traditionally been challenging.
HORIZON serves as a purpose-built reasoning architecture – bringing together all the data you have from medical insights, patient voices, caregiver observations, inquiry trends, advisory board findings, social listening, and clinical data into a structured, queryable research-focused discovery environment.
Enhancing Scientific Opportunity Discovery
Across Three Core Areas
A Holistic Stakeholder Perspective
Bring together perspectives across healthcare providers, Key Opinion Leaders, patients, and caregivers into a single, unified intelligence environment.
Exploratory Hypothesis
Testing
Explore real-world treatment considerations and evaluate the receptivity of stakeholders to new modalities or approaches.
Unmet Needs Yield
Analysis
Characterise nuanced clinical gaps, conduct analysis on emerging signals, and assess research feasibility.
Bridging the Space Between Real-World Clinical Practice and Early Research
Validating a new therapeutic concept, label extension, or research theme has traditionally relied on a combination of published literature, advisory boards, epidemiological datasets, and other retrospective inputs.
At the same time, life sciences organisations capture a wealth of frontline insights every day through ongoing medical dialogues, congress interactions, and clinical inquiries.
Creating a direct, structured bridge between these frontline observations and R&D opens new avenues for exploration and innovation.
Connecting valuable insights across the organisation
Valuable qualitative context is captured across multiple touchpoints in your organisation every day, yet it often remains fragmented. Research teams often have limited direct access to these qualitative streams, making it harder to balance an early scientific hypothesis with everyday clinical realities.
Complementing published literature with frontline context
Formal scientific publications provide critical validation, but they do not always capture the nuances of daily clinical practice – subtle tolerability concerns, administration preferences, sub-population adherence patterns, and diagnostic considerations. These are often voiced in real-time conversations with you long before appearing in the literature.
Navigating complexity across specialised therapeutic areas
In diseases where patient populations are small and data is sparse, analysing thousands of unstructured observations across multiple disease subtypes requires a dedicated reasoning architecture to ensure important signals are surfaced effectively.
Providing rapid, data-informed grounding for research hypotheses
When exploring questions such as “How might clinicians perceive a new dosing schedule?” or “What are the practical barriers to adoption in this disease area?”, teams often need to initiate costly new research projects. Having a consolidated repository of stakeholder feedback allows for faster, more informed preliminary exploration.
By creating a dedicated space where real-world medical dialogue informs early research strategy, HORIZON helps teams align scientific ambition with genuine clinical opportunity.
HORIZON Gives You a Holistic View
Regardless of where your stakeholder insights originate – field observations, medical inquiries, congress debriefs, or advisory boards – HORIZON harmonises and structures them into an accessible, compliant research repository.
Automated Structuring of Qualitative Insights
Our pharma-tailored natural language processing helps organise diverse medical observations, harmonising terminology across complex indications while clearly attributing perspectives by source (HCPs, Patients, Caregivers, Thought Leaders, etc).
Taxonomy-Guided Exploration & Unmet Needs Yield Analysis
Insights are organised within a structured taxonomy tree geared specifically for unmet needs and R&D, categorising observations by disease subtype, mechanism of action, therapeutic burden, diagnostic pathway, and treatment considerations – enabling deep unmet needs yield analysis across indications.
Contextual Signal Highlighting
The platform highlights emerging patterns based on volume and clinical relevance, helping research teams identify subtle shifts and novel themes across specialised disease landscapes – directly from your stakeholders.
HORIZON Enables Hypothesis Exploration & Refinement
Every research programme explores unique questions. HORIZON provides conversational, agentic AI capabilities that allow teams to explore real-world evidence interactively and refine a clinical hypothesis.
Conversational AI for Concept Exploration:
“What are the recurring practical considerations reported with current standard-of-care therapies?”
Key Intelligence Questions (KIQs) Framework
A structured exploration model built around core development themes:
Clinical
Challenges:
Explore practical day-to-day considerations associated with existing therapies.
Modality
Receptivity:
Understand provider and patient perspectives regarding novel administration methods or regimens.
Landscape Awareness:
Contextualise how the community perceives emerging therapeutic approaches.
Sentiment & Experience Context:
Understand the practical and emotional factors that influence how treatments are experienced by patients and managed by clinicians.
HORIZON Is Evidence-Based Discovery
Effective opportunity discovery helps teams assess whether an idea is clinically relevant, clearly differentiated, and operationally viable – drawing from the massive wealth of data and insights you already have, albeit scattered across your organisation.
Informing Clinical Feasibility
Gain early visibility into potential protocol considerations, patient recruitment dynamics, and practical trial design factors drawn directly from clinician feedback.
Landscape Contextualisation
Observe how clinical perceptions of investigational therapies evolve over time to better understand where meaningful therapeutic opportunity remains.
Structured Rationale
Compile findings into clear, well-supported research summaries – complete with illustrative verbatims, source context, and clinical considerations – to support internal portfolio discussions.
Who HORIZON Supports
R&D & Early Research Teams
Looking to complement laboratory science with real-world clinical and patient context.
Medicine & Scientific Strategy Leads
Seeking to accelerate time-to-insight and identify promising areas for pipeline expansion through holistic data analysis.
Medical Affairs & Research Interface Teams
Focused on sharing cross-functional knowledge to support organisational research goals.
Rare Disease & Speciality Business Units
Where maximising the value of every qualitative clinical interaction is vital to understanding the patient journey.
Getting There: A Phased, Collaborative Implementation
We support organisations through a flexible, staged deployment process that delivers practical value early:
01
Discovery & Taxonomy Alignment
We collaborate with your scientific teams to understand your therapeutic focus areas, key research questions, and the specific taxonomy structures that best serve your pipeline priorities.
02
Interactive Prototyping (Rapid Evaluation)
Using realistic, synthetic datasets that mirror your clinical domain, we rapidly construct an interactive prototype. This allows research teams to experience the workflows, validate the interface, and test a research hypothesis before consuming live data.
03
Secure Data Ingestion & Governance
We establish compliant ingestion pipelines for your prioritised data sources. All data remains strictly within your secure enterprise boundary and is never used to train external public models.
04
Ongoing Evolution & Integration
The platform integrates smoothly with your broader data ecosystems (including our Medical Affairs Workbench and Microsoft Copilot environments), continuing to support your research teams as your pipeline evolves.
Supporting the Journey from Concept to Clinic
Developing transformative therapies requires significant investment, time, and focus. Ensuring early-stage research is informed by real-world clinical insights helps organisations focus their efforts on opportunities with the greatest potential for patient benefit.
HORIZON bridges scientific exploration with clinical experience – helping teams identify meaningful research directions and bring important medicines forward with greater confidence.
Explore What HORIZON Can Do for Your Pipeline
Your next research opportunity may already be sitting across thousands of medical conversations, patient experiences and clinical observations. Discover how connecting real-world medical dialogue with early research can support your team’s scientific goals.
HORIZON gives your R&D teams a way to find it, explore it and act on it.