Case Studies

Oncology | Early Launch Intelligence

From Patient Signals to Field Action: Designing Early Launch Alerts

How can field teams identify relevant patient opportunities when treatment decisions are changing rapidly?

We designed an intelligence-led alert framework combining patient opportunity signals, HCP prioritization and actionable business rules to support more timely field decisions.

Oncology | Patient & Market Intelligence

Identifying Market Opportunities Through Patient-Level Analytics

How do patient complexity, treatment choices and competitive dynamics shape market opportunities?

We combined longitudinal treatment patterns, clinical proxies and HCP prescribing behaviors to develop a multidimensional market opportunity framework.

Oncology | Scientific Stakeholder Intelligence

Beyond KOL Lists: Building Scientific Stakeholder Archetypes

How do you distinguish scientific authority, clinical experience and network collaboration within a complex KOL landscape?

We developed multidimensional scientific archetypes using research, clinical, network and digital evidence to support more informed scientific engagement planning.

Specialty Care | Launch Readiness Analytics

Mapping HCP Adoption Readiness Ahead of Launch

What signals indicate whether an HCP is aware, interested, ready and able to adopt an emerging therapy?

We developed an adoption framework connecting scientific engagement, clinical opportunity and operational readiness to support launch planning and future measurement.

Specialty Care | Medical Insights Analytics

Turning Medical Insights into Actionable Scientific Intelligence

How can thousands of field medical observations be translated into meaningful scientific intelligence?

We developed a structured analytical approach to identify scientific themes, sentiment patterns and emerging questions across medical insights.

Pharma Marketing | Content Analytics

From Content Libraries to Content Intelligence

Which content themes, messages and formats are most relevant to different HCP audiences?

We combined content classification with engagement analytics to identify content utilization patterns, performance differences and opportunities for more relevant communication.

Oncology | Omnichannel Analytics

Understanding Omnichannel Engagement Patterns That Precede Adoption

Which combinations of channels, tactics and engagement sequences are associated with HCP adoption?

We analyzed historical multichannel engagement patterns alongside prescribing behavior to investigate the timing, depth and sequence of interactions preceding adoption.

Redesigned integrated reporting for a large pharma, reducing redundancy by 80%

We helped a fast-growing business unit create a central & integrated reporting ecosystem, resulting in a 75% improved engagement in just 6 months.

Launched Customer Engagement Journeys for S.Korea

We designed & launched customer journeys & KPI framework for an Immunology brand, improving engagement responsiveness by 80% in 6 months.

Content Analytics Enabled Engagement in Australia

Enabled a mid-range prescription brand in Australia to actively utilize their content assets to better communicate with doctors.