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Next Best Action for Advantage Action

Move from Data Overload to Precision HCP Engagement for Healthcare and Lifescience Industries

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Nba Overview

Next Best Action is a Brickbuilder solution built on the Databricks Lakehouse that enables commercial teams to translate complex CRM, prescription, and behavioral data into clear, timely engagement decisions. Give your sales, marketing, and medical teams a unified way to determine the single most valuable action for each HCP, so every interaction is intentional, relevant, and commercially effective.

By moving beyond traditional segmentation and static campaign calendars, NBA empowers commercial teams to act with surgical precision. Whether guiding the next call detail, recommending the ideal digital content, or triggering a coordinated omnichannel sequence, these intelligent recommendations consistently increase engagement rates, accelerate time-to-peak share, and deliver superior on every marketing and sales dollar invested.

Next Best Action is a Brickbuilder solution built on the Databricks Lakehouse that enables commercial teams to translate complex CRM, prescription, and behavioral data into clear, timely engagement decisions. Give your sales, marketing, and medical teams a unified way to determine the single most valuable action for each HCP, so every interaction is intentional, relevant, and commercially effective.

By moving beyond traditional segmentation and static campaign calendars, NBA empowers commercial teams to act with surgical precision. Whether guiding the next call detail, recommending the ideal digital content, or triggering a coordinated omnichannel sequence, these intelligent recommendations consistently increase engagement rates, accelerate time-to-peak share, and deliver superior on every marketing and sales dollar invested.

Why Next Best Action Solution: Enabling Every Health Care Provider Interaction to Be More Relevant

Next Best Action (NBA) replaces guesswork with precision, using near real-time behavioral signals, predictive modeling, and continuous machine learning to evaluate hundreds of variables (affinity scores, recent activity, territory priorities, compliance rules, and channel preferences) and recommend the single most effective action for each HCP at any moment. This approach shifts outreach from volume-driven to value-driven, providing sales representatives with prioritized guidance for every interaction, enabling medical science liaisons to address emerging clinical questions with targeted content, and allowing marketing teams to deliver seamless omnichannel experiences that align with physician preferences and maximize impact in an industry where each touchpoint is costly and highly regulated.

  1. Unified Pharma Data and Governance: Seamlessly onboard and harmonize CRM, prescription, and digital engagement datasets into a governed, real-time-ready single source of truth
  2. GenAI-powered Insight Summarization: Generative AI transforms unstructured notes, feedback, and digital signals into actionable, HCP-specific next best actions
  3. Reusable Automated Pipelines & MLOps: Continuous model monitoring, retraining, and closed-loop learning ensure recommendations remain accurate and compliant

Where Can the Next Best Action Solution Be Used to Enable Better Outcomes Across Commercial Functions?

  1. Field Sales Optimization: Guide reps on which HCPs to engage, optimal call objectives, and tailored messaging
  2. Omnichannel Marketing: Determine the right sequence and timing across email, SMS, portals, virtual details, and triggered campaigns
  3. Medical Affairs & MSLs: Recommend scientific discussion topics and content based on HCP inquiries and emerging clinical evidence
  4. Key Account Management: Prioritize high-value institutions and stakeholders, coordinate multi-channel engagement
  5. Launch Excellence & New Products: Identify early adopters and time engagement for maximum adoption
  6. Market Access & Payer Engagement: Deliver value propositions and evidence at critical formulary or contracting moments
What Are the Core Capabilities of Next Best Action That Translate Engagement Decisions into Commercial Impact?
01
Unified Pharma Data & Governance

Pre-built, scalable ingestion framework that seamlessly onboards and harmonizes key commercial datasets (Veeva CRM, SFMC, IQVIA Xponent/DDD, Tealium HCP/HCO master data, and more), delivering a governed, real-time-ready single source of truth.

02
GenAI-Powered Insight Summarization & Recommendations

Generative AI engine that transforms unstructured rep notes, in-app feedback, and digital signals into concise insights and delivers highly contextual, category-specific next-best-action recommendations.

03
Reusable Automated Data & MLOps Components

End-to-end automated pipelines and governed MLOps framework that enable continuous model monitoring, retraining, and performance optimization through integrated closed-loop feedback for sustained accuracy and outcomes.

04
Enhanced Field Force Effectiveness

Next Best Action boosts rep confidence with context-rich recommendations delivering prioritized objectives, tailored talking points, and real-time HCP insights directly in workflow. An integrated feedback loop captures reps’ feedback on the recommendations generated, continuously refining targeting and messaging for sharper execution with every interaction.

What Customer Challenges Does Next Best Action Address to Maintain Control Over HCP Engagement Outcomes?

Lack of Precise Targeting : Dynamically identifies and prioritizes HCPs who truly align with current brand strategies using real-time behavioral, prescribing, and influence signals instead of outdated static segments.
Ineffective Resource Allocation: Eliminates over- or under-investment of rep time, sampling, and marketing spend by continuously directing resources only to accounts with the highest predicted ROI and growth potential.
Absence of True Personalization: Moves beyond one-size-fits-all campaigns to deliver genuine 1:1 engagement that respects each HCP’s unique clinical focus, practice patterns, and historical response behavior.
Uncertainty About the Right Message: Recommends the single most relevant, evidence-based clinical story or resource proven to resonate with that specific physician at that exact moment.
Suboptimal Channel Selection: Automatically selects the HCP’s preferred and historically most effective channel (in-person, approved email, SMS, portal, virtual detail) to maximize response and engagement rates.
Poor Timing of Interactions: Pinpoints the optimal day of the week and time of day for each HCP based on past response patterns and availability indicators, dramatically increasing openness to outreach.

Value Delivered by Next Best Action

01
Higher Engagement & Conversion
  • HCP response rates consistently lifted by 20–40% through precise, preference-aligned outreach.
  • Improved conversion and prescribing uplift driven by tailored clinical messaging and offers delivered at the moment of maximum receptivity.
02
Optimized Sales Targeting
  • Strategic HCP prioritization based on real-time value, fit, influence, and growth potential.
  • Focused resources on high-impact opportunities, eliminating wasted effort on low-yield accounts and accelerating share-of-voice in priority segments.
03
Scalable and Consistent Execution
  • Configurable business rules and standardized data inputs ensure uniform performance across brands, regions, and markets.
  • Consistent frameworks enable faster rollouts to new indications, geographies, or portfolio products with minimal reconfiguration.
04
Enhanced Field Force Effectiveness
  • Context-rich recommendations improve rep confidence and call quality by delivering complete insights, talking points, and objection handlers before every interaction.
  • Integrated rep feedback loop continuously refines targeting, messaging, and recommendations for sustained performance gains.
05
Investment Optimization
  • NBA insights guide precise sales force sizing, territory alignment, and channel spend decisions.
  • Dynamic budget reallocation to the highest-ROI segments and activities routinely unlocks multi-million-dollar efficiency improvements and accelerated commercial returns.
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