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

Automated pre-MLR checks for faster, compliant content delivery.
Grammar Checks

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

Brand Managers:

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

PII Detection

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.
MLR Review 

Your Always-On AI Reviewer for Faster Submissions 

Automated pre-MLR checks for faster, compliant content delivery.
Grammar Checks
Claims Validation
PII Detection
Branding Compliance
Pre-Submission Review Automation

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

Less Rework. More Speed. Full Compliance. 
Reduces MLR rejections and resubmissions through smarter front-end QA 
Speeds up approval processes and clears bottlenecks in medical-legal reviews 
Improves time-to-market for campaigns across regions and brands 
Ensures brand integrity, regulatory alignment, and scientific accuracy from day one 

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.