
Get to Market Faster. With Zero Compromise on Compliance
Agilisium’s AI-Powered MLR Review Tool helps commercial teams catch issues early. Accelerate your approval timelines while staying fully aligned with regulatory and legal expectations.

Trusted Market Leader for Life Sciences
Analytics & AI Agents












Why MLR Review Bottlenecks Delay Commercial Success
Delays from Rejected Content
Content rejections delay campaign launch and increase rework cycles
Inconsistent Manual Checks
Manual claim validation and branding checks are slow and inconsistent
PII Exposure Risks
PII often slips through unnoticed, posing compliance risks
Lengthy Global Approval Cycles
Approval cycles are long, especially across large global markets
The need: an AI-first review tool that enables faster, cleaner pre-MLR submissions
Book a demoHow the Speaker Program Optimizer Agent Works
Recommends the most relevant HCPs based on prescribing behavior, specialty, and engagement history.
Collects structured (surveys) and unstructured (chat, call notes, Q&A) feedback during and after events.
Uses sentiment insights to adjust topics, refine targeting, and update field strategy instantly.
Connects insights back to CRM/ERP systems for field reps, MSLs, and brand managers.

Designed for Every Role
Identify scientifically engaged HCPs, close educational gaps, and follow up effectively.
Enhance targeting, refine program content, and monitor brand perception.
Align field reps with HCP readiness, sentiment insights, and engagement strategies.
How the Speaker Program Optimizer Agent Works


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Your Always-On AI Reviewer for Faster Submissions
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

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