The Challenge

For a global biopharma, bringing together all their marketing and engagement data into one single view was becoming increasingly important. Their sales, marketing, and digital engagement teams operated on different systems, and the lack of integration made it difficult to gain a complete view of performance and engagement. They needed a unified structure that could turn data into meaningful, real-time insights for better targeting and faster decision making. 

Key Challenges include: 

  • Fragmented Engagement Data
    Every campaign and HCP interaction lived in separate systems. Prescription data, engagement rates, and territory information stayed isolated, limiting visibility across the ecosystem. 
  • Inconsistent Targeting Approaches
    Each region or business unit followed its own process to reach HCPs. Without a connected framework, it was difficult to standardize how engagement was planned or measured. 
  • Limited Content Relevance
    HCPs often received general messaging that didn’t align with their specialty or previous engagement patterns. Personalized and Next Best Channel recommendations were missing, limiting response rates. 
  • Manual Campaign Orchestration
    Marketing and sales teams relied on manual coordination to launch and manage campaigns, which slowed execution and limited scalability. 
  • Limited Campaign MeasurementThere was no single framework to connect outreach with measurable prescription outcomes. This limited visibility into true campaign effectiveness and ROI.

Our Solution

The HCP360 Companion was built to unify every data source and layer intelligence across them, creating one connected, actionable view of the commercial landscape. It became the single point of truth that helped field and marketing teams work in sync, guided by data-driven insights. 

1
Democratized Data Access
Developed a non-SQL method for querying data within the EDF, eliminating the need for SQL knowledge.

Unified Data Foundation

A single, harmonized platform was created to combine marketing, prescription, and patient engagement data. Duplication was eliminated, and data reliability significantly improved. 

2

AI-Powered Recommendations

The app provided machine learning–based insights to help identify the right HCPs to target, when to engage, and which Next Best Channel to use for every interaction. This ensured precise and personalized outreach across multiple geographies. 

3

Omnichannel Campaign Orchestration

Automated workflows were built across Veeva Vault, SFMC, and other systems, allowing campaigns to be launched, tracked, and managed through one integrated interface. 

4

Content and Channel Optimization

Advanced modeling techniques such as Random Forest, XGBoost, and Neural Networks were used to identify optimal content formats and channel combinations for each HCP. 

5

Closed-Loop Analytics

A complete framework was implemented to track campaign ROI and engagement metrics in real time. With causal analytics and marketing mix modeling, the biopharma could link engagement to prescription impact and channel performance. 

Key Impact
22%
Reduction in cost per new customer within one year
8.5%
Increase in new HCP engagement and prescription adoption
The Customer
A global biopharma specializing in cardiometabolic and cardiovascular therapies. The key users included field sales teams, marketing strategists, and analytics leads who needed unified visibility to strengthen HCP engagement and improve commercial outcomes

The Outcomes

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Precision Engagement at Scale 

The HCP360 Companion transformed disconnected campaign operations into a unified, insight-driven commercial ecosystem. It empowered teams to move with agility, precision, and confidence in their engagement efforts. 

Single Source of Truth

All data streams now converge into a single, reliable platform. Teams can access consistent insights without reconciling multiple reports.

Smarter Content and Timing

The system provides clear recommendations on what to communicate, to whom, and when, including Next Best Channel suggestions that continuously adapt based on HCP engagement. This improved overall campaign response and satisfaction. 

Faster Campaign Execution

Automation shortened campaign cycles, allowing marketing and sales to respond quickly to market dynamics and customer behavior. 

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