Trusted Market Leader for Life Sciences
Analytics & AI Agents

How the Speaker Program Optimizer Agent Works

A self-learning cycle that combines intelligent targeting, real-time feedback, and continuous optimization.
Identify & Target – Smarter HCP Selection

 Recommends the most relevant HCPs based on prescribing behavior, specialty, and engagement history.

Engage & Listen – Real-Time Feedback Capture

Collects structured (surveys) and unstructured (chat, call notes, Q&A) feedback during and after events.

Refine & Optimize – Continuous Learning Loop

Uses sentiment insights to adjust topics, refine targeting, and update field strategy instantly.

Prove ROI – Business Outcomes That Scale

Connects insights back to CRM/ERP systems for field reps, MSLs, and brand managers.

Designed for Every Role

AI-powered clarity for confident liver transplant decisions.
Composite Risk Profiling

Identify scientifically engaged HCPs, close educational gaps, and follow up effectively.

Brand Managers:

Enhance targeting, refine program content, and monitor brand perception.

Streamlined Data Pipelines

Align field reps with HCP readiness, sentiment insights, and engagement strategies.

How the Speaker Program Optimizer Agent Works

A self-learning cycle that combines intelligent targeting, real-time feedback, and continuous optimization.
Liver Optimizer 

Where Data Science Meets Clinical Judgement 

AI-powered clarity for confident liver transplant decisions.
Composite Risk Profiling
AI-Powered Outcome Prediction
Streamlined Data Pipelines
Scientific Report Generation
Proactive Complication Insights

From Trials to Trust

Commercial Documentation

  • Promotional content (emails, ads, landing pages)
  • Branding collateral & campaign copy
  • Sales enablement decks & one-pagers

Clinical Documentation

  • Trial protocols and investigator brochures
  • Patient communication drafts
  • Site letters and deviation narratives

Medical Access

  • GVD documentation – first draft creation with ~ 60% reduction in time
  • Evidence summaries & payer-ready value stories
  • Manuscript sections and compliance-ready decks

Commercial Impact That Matters

Real Impact in Real Scenarios 
Reduced analysis time from hours to minutes 
Empowered clinicians with precise risk stratification 
Enabled personalized treatment decisions 
Supported institutional research with scientific-grade documentation 
Optimized organ match decisions for better patient outcomes 

Featured News and Insights

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Redefine Your Speaker

Programs with AI

 Deliver smarter, compliant, and feedback-driven HCP engagements with the Speaker Program Optimizer Agent.