Data alone is insufficient. Our combination of multi-source triangulation, digital and sector experts, using tools we have built in-house enables insights with proven commercial value.
Tools such as our dashboard feed a data lake, enabling us to extract robust information, analyse it, layer it, and use it to underpin strategic insights. We use the data to inform modelling and forecasting, using machine learning techniques.
1. What does search behaviour tell us about patient and professional needs (e.g. for information or education) and how can this inform R&D?
2. What are the policy and regulatory hurdles to building digital engagement and how can they be managed in compliance?
3. How can patient data be leveraged for competitive advantage?
While we’re equally comfortable delivering traditional reports and consulting, the flexibility of our process and data allows us to offer multiple outputs, from automated self-service dashboards, through to developing tools for our clients to take control of their own data
Knowing what to do with the large volumes of digital data, and what the commercial implications are for clients is at the heart of our recruitment policy. We also leverage a network of sector and international consultants to add valuable local or industry insights.
We develop our own code and tools to scrape, standardize and visualize data using AI, natural language processing and machine learning. This ensures efficiency and consistency, whileenabling our people time to be spent adding human expertise and insight.
We compile data from more than 17 different digital sources. After a process of cleaning, comparing, validating and triangulating, the data is transformed into the client’s preferred output, from reports to dashboards.