Trusted Market Leader for Life Sciences
Analytics & AI Agents

The Challenge

Why Oncology Needs Faster, Safer, Genomics-Guided Treatment 

Siloed Genomic Data

Variant data lives across fragmented, siloed genomic databases

Manual, Slow Workflows

Clinicians face time-consuming, manual interpretation workflows 

Error-Prone Drug Mapping

Mapping pharmacogenomic risk factors to real drug labels is error-prone

Compliance Risks from Poor Docs

Regulatory frameworks require strict compliance, yet documentation is inconsistent

The need: a fully automated, FDA-aligned decision support layer for real-time, variant-guided oncology

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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

Real-time variant-to-drug insights, powered by FDA-aligned clinical automation.
Aggregates PGx Data from CPIC, CIViC, PharmGKB, and others 

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

Brand Managers:

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

Flags High-Risk Prescriptions before they’re issued 

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.
Pharmacogenomic Reporting Engine

Variant-to-Therapy, Simplified by Automation

Real-time variant-to-drug insights, powered by FDA-aligned clinical automation.
Aggregates PGx Data from CPIC, CIViC, PharmGKB, and others 
Maps Patient Variants to Drug Labels using a compliant engine 
Flags High-Risk Prescriptions before they’re issued 
Fully Automated Reporting Workflows
CPIC/FDA-Aligned Logic
Supports 500+ Gene-Drug Associations across oncology therapeutics 

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
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Commercial Impact That Matters

Boosting Reach, ROI, and Regulatory Confidence
80%+ reduction in PGx reporting cycle time 
Reduced adverse drug events via high-risk prescription alerts 
>35% improvement in therapeutic efficacy using genomically guided treatment 
Compliant, consistent reports aligned with FDA labeling standards 
Enables faster, data-driven precision medicine—without the manual burden 

Who We Serve

On the journey from Molecule to Medicine, we fast-track innovation across the pharma value chain

Drug Discovery

Uncover novel therapies faster with predictive insights, target validation, and repurposing capabilities
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Clinical Development

Optimize protocol design, site selection, and patient outcomes through AI-enabled clinical development platforms
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Commerical

Maximize field force impact and personalize HCP/patient journeys with real-time insights
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Manufacturing & Supply Chain

Drive operational efficiency, traceability, and demand forecasting with intelligent, connected supply chain solutions
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Medical Affairs

Transform scientific knowledge into strategic advantage, accelerating real-world impact through precision insights and next-gen medical intelligence
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Patient & HCP Engagement

Redefine patient and provider relationships with hyper-personalized, data-powered engagement that drives loyalty, trust, and results
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Regulatory Affairs

Turn regulatory complexity into opportunity, accelerating approvals and reducing risk through smart automation and agile compliance strategies
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Featured News and Insights

See more insights
case study
January 20, 2025
Bridging Genomics and Real-World Data for AI/ML based prediction of ​Kidney graft longevity​​

Bridging Genomics and Real-World Data for AI/ML based prediction of ​Kidney graft longevity​​

blog
October 9, 2024
Gen AI: A Boon For Your Multi-Omics Workflow?

Generative AI is transforming the way scientists handle complex multi-omics data by enabling efficient analysis, visualization, and biomarker identification. It streamlines workflows, enhances drug discovery processes, and supports personalized medicine.

whitepaper
June 18, 2025
Agentic AI in Life Sciences: Exploring the Shift Toward Autonomous Decision-making

Life sciences organizations are navigating unprecedented data complexity, regulatory scrutiny, and the demand for faster, more insightful decision-making. This exclusive white paper outlines how domain-specific Agentic AI—autonomous, purpose-built agents—can move beyond point solutions to drive end-to-end transformation across R&D, clinical operations, regulatory affairs, and commercial functions.

podcast
October 9, 2025
Real-World Evidence and the Future of Clinical Research

Dr. Manfred Stapff, Founder of Candid Advisory, joins hosts Amar Drawid and Daniel Levine to explore how real-world data and AI are reshaping clinical research, regulation, and evidence-based medicine.

Events
June 20, 2025
Pharma CXO Roundtable 2025

Advancing Life Sciences Business Process Innovation Using Autonomous Agentic Al

Webinars
March 21, 2025
Women Shaping the Future of Pharma & Tech

In celebration of Women’s Day, Agilisium is hosting a special edition of our Women’s Thought Leadership Series—a high-impact panel discussion on “Women Shaping the Future of Pharma & Tech”.

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Redefine Your Speaker

Programs with AI

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

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