Pharmaceuticals
Empowering Global Pharma Salesforces with Next Best Action
Explore how we helped a global pharma salesforce embed Next Best Action directly into their CRM, driving more timely, personalized HCP engagement.
Pharmaceuticals
Empowering Global Pharma Salesforces with Next Best Action
Explore how we helped a global pharma salesforce embed Next Best Action directly into their CRM, driving more timely, personalized HCP engagement.
Pharmaceutical companies today sit on a wealth of data, yet much of it remains underused in the daily reality of field engagement. Despite mature CRM systems and vast customer insights, many organizations struggle to translate data into actionable guidance for their sales reps.
Our client, a global pharma leader, faced exactly this challenge. They wanted to elevate the quality and impact of every HCP interaction by empowering theirfield force with data-driven recommendations embedded seamlessly into existing workflows.
The ambition was clear: create a unified, intelligent “Next Best Action” (NBA) solution that would help reps prioritize the right customers, with the right actions, at the right time — all within their global CRM environment.


Pharmaceutical companies today sit on a wealth of data, yet much of it remains underused in the daily reality of field engagement. Despite mature CRM systems and vast customer insights, many organizations struggle to translate data into actionable guidance for their sales reps.
Our client, a global pharma leader, faced exactly this challenge. They wanted to elevate the quality and impact of every HCP interaction by empowering theirfield force with data-driven recommendations embedded seamlessly into existing workflows.
The ambition was clear: create a unified, intelligent “Next Best Action” (NBA) solution that would help reps prioritize the right customers, with the right actions, at the right time — all within their global CRM environment.
Pharmaceutical companies today sit on a wealth of data, yet much of it remains underused in the daily reality of field engagement. Despite mature CRM systems and vast customer insights, many organizations struggle to translate data into actionable guidance for their sales reps.
Our client, a global pharma leader, faced exactly this challenge. They wanted to elevate the quality and impact of every HCP interaction by empowering theirfield force with data-driven recommendations embedded seamlessly into existing workflows.
The ambition was clear: create a unified, intelligent “Next Best Action” (NBA) solution that would help reps prioritize the right customers, with the right actions, at the right time — all within their global CRM environment.
How do you harness data to empower frontline salesforces to create more impactful customer engagements?
Pharmaceutical companies today sit on a wealth of data, yet much of it remains underused in the daily reality of field engagement. Despite mature CRM systems and vast customer insights, many organizations struggle to translate data into actionable guidance for their sales reps.
Our client, a global pharma leader, faced exactly this challenge. They wanted to elevate the quality and impact of every HCP interaction by empowering theirfield force with data-driven recommendations embedded seamlessly into existing workflows.
The ambition was clear: create a unified, intelligent “Next Best Action” (NBA) solution that would help reps prioritize the right customers, with the right actions, at the right time — all within their global CRM environment.
How do you harness data to empower frontline salesforces to create more impactful customer engagements?
Pharmaceutical companies today sit on a wealth of data, yet much of it remains underused in the daily reality of field engagement. Despite mature CRM systems and vast customer insights, many organizations struggle to translate data into actionable guidance for their sales reps.
Our client, a global pharma leader, faced exactly this challenge. They wanted to elevate the quality and impact of every HCP interaction by empowering theirfield force with data-driven recommendations embedded seamlessly into existing workflows.
The ambition was clear: create a unified, intelligent “Next Best Action” (NBA) solution that would help reps prioritize the right customers, with the right actions, at the right time — all within their global CRM environment.

Embedding Next Best Action into everyday sales execution required more than technology, it required alignment across commercial, data, and local markets.
Working hand in hand with commercial leadership, we shaped the NBA vision, guided the selection of the technology partner, and designed a harmonized data model capable of powering the engine across global markets. We then implemented the solution in 11 priority affiliates, ensuring scalability and consistency from day one.
Just as importantly, we managed the end-to-end journey; bridging business strategy, IT, data, and field operations. Acting as the connective tissue between the NBA technology provider and the client organization, we translated global intent into local impact. From commercial objectives to frontline adoption.
Recognizing that true value comes from change, not just rollout, we placed heavy emphasis on organizational readiness. We collaborated with affiliates to localize use cases, delivered training programs, and fostered a strong change management network. This ensured the solution was not perceived as “just another tool,” but as a commercial enabler that enriched the daily work of sales reps and improved HCP experiences across markets.
Embedding Next Best Action into everyday sales execution required more than technology, it required alignment across commercial, data, and local markets.
Working hand in hand with commercial leadership, we shaped the NBA vision, guided the selection of the technology partner, and designed a harmonized data model capable of powering the engine across global markets. We then implemented the solution in 11 priority affiliates, ensuring scalability and consistency from day one.
Just as importantly, we managed the end-to-end journey; bridging business strategy, IT, data, and field operations. Acting as the connective tissue between the NBA technology provider and the client organization, we translated global intent into local impact. From commercial objectives to frontline adoption.
Recognizing that true value comes from change, not just rollout, we placed heavy emphasis on organizational readiness. We collaborated with affiliates to localize use cases, delivered training programs, and fostered a strong change management network. This ensured the solution was not perceived as “just another tool,” but as a commercial enabler that enriched the daily work of sales reps and improved HCP experiences across markets.
Embedding Next Best Action into everyday sales execution required more than technology, it required alignment across commercial, data, and local markets.
Working hand in hand with commercial leadership, we shaped the NBA vision, guided the selection of the technology partner, and designed a harmonized data model capable of powering the engine across global markets. We then implemented the solution in 11 priority affiliates, ensuring scalability and consistency from day one.
Just as importantly, we managed the end-to-end journey; bridging business strategy, IT, data, and field operations. Acting as the connective tissue between the NBA technology provider and the client organization, we translated global intent into local impact. From commercial objectives to frontline adoption.
Recognizing that true value comes from change, not just rollout, we placed heavy emphasis on organizational readiness. We collaborated with affiliates to localize use cases, delivered training programs, and fostered a strong change management network. This ensured the solution was not perceived as “just another tool,” but as a commercial enabler that enriched the daily work of sales reps and improved HCP experiences across markets.
Embedding Next-Best-Action Into Everyday Sales Execution
Embedding Next Best Action into everyday sales execution required more than technology, it required alignment across commercial, data, and local markets.
Working hand in hand with commercial leadership, we shaped the NBA vision, guided the selection of the technology partner, and designed a harmonized data model capable of powering the engine across global markets. We then implemented the solution in 11 priority affiliates, ensuring scalability and consistency from day one.
Just as importantly, we managed the end-to-end journey; bridging business strategy, IT, data, and field operations. Acting as the connective tissue between the NBA technology provider and the client organization, we translated global intent into local impact. From commercial objectives to frontline adoption.
Recognizing that true value comes from change, not just rollout, we placed heavy emphasis on organizational readiness. We collaborated with affiliates to localize use cases, delivered training programs, and fostered a strong change management network. This ensured the solution was not perceived as “just another tool,” but as a commercial enabler that enriched the daily work of sales reps and improved HCP experiences across markets.
Embedding Next-Best-Action Into Everyday Sales Execution
Embedding Next Best Action into everyday sales execution required more than technology, it required alignment across commercial, data, and local markets.
Working hand in hand with commercial leadership, we shaped the NBA vision, guided the selection of the technology partner, and designed a harmonized data model capable of powering the engine across global markets. We then implemented the solution in 11 priority affiliates, ensuring scalability and consistency from day one.
Just as importantly, we managed the end-to-end journey; bridging business strategy, IT, data, and field operations. Acting as the connective tissue between the NBA technology provider and the client organization, we translated global intent into local impact. From commercial objectives to frontline adoption.
Recognizing that true value comes from change, not just rollout, we placed heavy emphasis on organizational readiness. We collaborated with affiliates to localize use cases, delivered training programs, and fostered a strong change management network. This ensured the solution was not perceived as “just another tool,” but as a commercial enabler that enriched the daily work of sales reps and improved HCP experiences across markets.

“Reps are really endorsing the NBA solution. NBA is a powerful tool that enriches their daily life with data driven insights.”
The case in numbers
frontline sales reps receiving daily NBA recommendations within the first year of implementation
of newly collected consents are triggered by NBA recmmendations
average increase in calls planned with HCPs since launching NBA
At the core of the initiative was a unified data foundation. We connected multiple customer, engagement, and content data sources to deliver trusted, operationally usable insights. This is a crucial step to moving from fragmented information to meaningful, actionable intelligence.
The NBA engine generated personalized recommendations aligned with defined business rules and strategic priorities. These were delivered directly into the CRM used by frontline reps with simple, contextual prompts such as “Follow up with HCP X on consent collection” or “Re-engage HCP Y who recently attended a medical webinar.”
The result was a system that worked for the reps, not against them. Guiding their daily actions without adding friction. Early feedback confirmed that reps viewed NBA as a “personal assistant” that improved efficiency, focus, and customer relevance.


At the core of the initiative was a unified data foundation. We connected multiple customer, engagement, and content data sources to deliver trusted, operationally usable insights. This is a crucial step to moving from fragmented information to meaningful, actionable intelligence.
The NBA engine generated personalized recommendations aligned with defined business rules and strategic priorities. These were delivered directly into the CRM used by frontline reps with simple, contextual prompts such as “Follow up with HCP X on consent collection” or “Re-engage HCP Y who recently attended a medical webinar.”
The result was a system that worked for the reps, not against them. Guiding their daily actions without adding friction. Early feedback confirmed that reps viewed NBA as a “personal assistant” that improved efficiency, focus, and customer relevance.
At the core of the initiative was a unified data foundation. We connected multiple customer, engagement, and content data sources to deliver trusted, operationally usable insights. This is a crucial step to moving from fragmented information to meaningful, actionable intelligence.
The NBA engine generated personalized recommendations aligned with defined business rules and strategic priorities. These were delivered directly into the CRM used by frontline reps with simple, contextual prompts such as “Follow up with HCP X on consent collection” or “Re-engage HCP Y who recently attended a medical webinar.”
The result was a system that worked for the reps, not against them. Guiding their daily actions without adding friction. Early feedback confirmed that reps viewed NBA as a “personal assistant” that improved efficiency, focus, and customer relevance.
From Data Overload to Actionable Clarity
At the core of the initiative was a unified data foundation. We connected multiple customer, engagement, and content data sources to deliver trusted, operationally usable insights. This is a crucial step to moving from fragmented information to meaningful, actionable intelligence.
The NBA engine generated personalized recommendations aligned with defined business rules and strategic priorities. These were delivered directly into the CRM used by frontline reps with simple, contextual prompts such as “Follow up with HCP X on consent collection” or “Re-engage HCP Y who recently attended a medical webinar.”
The result was a system that worked for the reps, not against them. Guiding their daily actions without adding friction. Early feedback confirmed that reps viewed NBA as a “personal assistant” that improved efficiency, focus, and customer relevance.
From Data Overload to Actionable Clarity
At the core of the initiative was a unified data foundation. We connected multiple customer, engagement, and content data sources to deliver trusted, operationally usable insights. This is a crucial step to moving from fragmented information to meaningful, actionable intelligence.
The NBA engine generated personalized recommendations aligned with defined business rules and strategic priorities. These were delivered directly into the CRM used by frontline reps with simple, contextual prompts such as “Follow up with HCP X on consent collection” or “Re-engage HCP Y who recently attended a medical webinar.”
The result was a system that worked for the reps, not against them. Guiding their daily actions without adding friction. Early feedback confirmed that reps viewed NBA as a “personal assistant” that improved efficiency, focus, and customer relevance.

From Data Overload to Actionable Clarity
NBA gave field reps a new level of decision support, helping them focus their time and energy where it truly mattered. By surfacing timely, relevant recommendations, the solution improved planning discipline, strengthened HCP relationships, and enabled more impactful, personalized interactions.
Importantly, it created a bridge between global commercial strategy and local market execution. NBA became not just another feature in the CRM, but a tangible driver of commercial excellence, operationalizing strategy in every call, email, and HCP engagement.
As adoption grew, affiliates reported significant improvements in coverage, consent collection, and engagement rates. Reps described NBA as “the missing link” that turned data and strategy into everyday value.
NBA is now firmly embedded in the client’s commercial operating model - a cornerstone capability in their evolution toward a data-driven, AI-ready field organization.


NBA gave field reps a new level of decision support, helping them focus their time and energy where it truly mattered. By surfacing timely, relevant recommendations, the solution improved planning discipline, strengthened HCP relationships, and enabled more impactful, personalized interactions.
Importantly, it created a bridge between global commercial strategy and local market execution. NBA became not just another feature in the CRM, but a tangible driver of commercial excellence, operationalizing strategy in every call, email, and HCP engagement.
As adoption grew, affiliates reported significant improvements in coverage, consent collection, and engagement rates. Reps described NBA as “the missing link” that turned data and strategy into everyday value.
NBA is now firmly embedded in the client’s commercial operating model - a cornerstone capability in their evolution toward a data-driven, AI-ready field organization.
NBA gave field reps a new level of decision support, helping them focus their time and energy where it truly mattered. By surfacing timely, relevant recommendations, the solution improved planning discipline, strengthened HCP relationships, and enabled more impactful, personalized interactions.
Importantly, it created a bridge between global commercial strategy and local market execution. NBA became not just another feature in the CRM, but a tangible driver of commercial excellence, operationalizing strategy in every call, email, and HCP engagement.
As adoption grew, affiliates reported significant improvements in coverage, consent collection, and engagement rates. Reps described NBA as “the missing link” that turned data and strategy into everyday value.
NBA is now firmly embedded in the client’s commercial operating model - a cornerstone capability in their evolution toward a data-driven, AI-ready field organization.
Enabling Reps to Focus Where It Matters the Most
NBA gave field reps a new level of decision support, helping them focus their time and energy where it truly mattered. By surfacing timely, relevant recommendations, the solution improved planning discipline, strengthened HCP relationships, and enabled more impactful, personalized interactions.
Importantly, it created a bridge between global commercial strategy and local market execution. NBA became not just another feature in the CRM, but a tangible driver of commercial excellence, operationalizing strategy in every call, email, and HCP engagement.
As adoption grew, affiliates reported significant improvements in coverage, consent collection, and engagement rates. Reps described NBA as “the missing link” that turned data and strategy into everyday value.
NBA is now firmly embedded in the client’s commercial operating model - a cornerstone capability in their evolution toward a data-driven, AI-ready field organization.
Enabling Reps to Focus Where It Matters the Most
NBA gave field reps a new level of decision support, helping them focus their time and energy where it truly mattered. By surfacing timely, relevant recommendations, the solution improved planning discipline, strengthened HCP relationships, and enabled more impactful, personalized interactions.
Importantly, it created a bridge between global commercial strategy and local market execution. NBA became not just another feature in the CRM, but a tangible driver of commercial excellence, operationalizing strategy in every call, email, and HCP engagement.
As adoption grew, affiliates reported significant improvements in coverage, consent collection, and engagement rates. Reps described NBA as “the missing link” that turned data and strategy into everyday value.
NBA is now firmly embedded in the client’s commercial operating model - a cornerstone capability in their evolution toward a data-driven, AI-ready field organization.

Enabling Reps to Focus Where It Matters the Most
What we learned
Begin with rule-based, high-value use cases such as consent collection or call follow-up. Early success builds momentum and internal sponsorship
Each market has unique regulatory, organizational, and behavioral nuances. Tailoring use cases to local needs dramatically improves adoption
System deployment is easy; sustained behavior change is not. Training, champion networks, and frontline storytelling make adoption stick
The more harmonized and complete the data, the more relevant and trusted the recommendations
Ensure every recommendation supports broader commercial goals, clarity of purpose drives commitment from leadership to field
Keep business logic and APIs CRM-agnostic to future-proof the solution as platforms evolve
Want to build something similar? Let's talk.
Feel free to reach out to one of our team members with expertise in this area. Whether you're facing a similar challenge or exploring where to start, we’re ready to help you turn ideas into action.
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