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

Deep Diagnose uses AI to detect rare genetic disorders early by matching symptoms to 75M+ clinical associations within the EHR.
Ontology-Driven AI Mapping

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

Brand Managers:

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

Real-Time Updates

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.
Deep Diagnose 

Ontology-Powered Precision, Embedded in Clinical Workflows 

Deep Diagnose uses AI to detect rare genetic disorders early by matching symptoms to 75M+ clinical associations within the EHR.
Ontology-Driven AI Mapping
EHR-Compatible Integration
Real-Time Updates
Explainable AI
Equitable Reach
7,500+ Rare Disease Predictions

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

Transforming the Diagnostic Journey for Rare Conditions 
Cuts diagnostic timelines by 60–70% for rare diseases 
Improves early interception through AI-powered clinical triage 
Reduces misdiagnosis costs from fragmented specialty referrals
Expands access to genetic expertise in underserved care settings 
Supports equitable, evidence-based rare disease care across systems 

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.