AI-Driven Benefit-Risk Analysis

AI-Driven Benefit-Risk Analysis Across the Full Drug Lifecycle

24 specialized AI models processing 100+ billion data points to deliver continuous, quantified benefit-risk assessments from early development through post-marketing.

100B+

Data Points in AS Profiling Base

24

Proprietary AI Models

50+

Regulatory Submissions Accepted

20+

Pharmaceutical Clients

12

Therapeutic Areas Covered

Why Benefit-Risk Assessment Remains Fragmented

Fragmented Data Sources

Safety data spread across clinical trials, spontaneous reporting databases, literature, and real-world evidence with no single view.

Manual, Inconsistent Methods

Teams rely on spreadsheets, ad hoc literature reviews, and qualitative narratives that don't scale with regulatory complexity.

Slow Report Cycles

PSUR/PBRER production takes 12-16 weeks. Signal detection is reactive, not continuous. CRO engagements are project-based and expensive.

Six Stages. One Analytical Environment.

Data Intelligence

Data Intelligence Engine

24 AI models extract, classify, and detect signals from 100B+ data points spanning clinical trials, spontaneous reporting, literature, and real-world evidence.

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Decision Intelligence

Decision Intelligence

BRAT framework, MCDA, weighted effects tables, sensitivity analysis, and scenario modeling. Interactive visualizations for regulatory communication.

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Automated Outputs

Automated Outputs

PSUR/PBRER, RMP, CTD Module 2.5, HEOR reports generated directly from the analytical pipeline. Submission-ready, audit-trailed.

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How ArcaScience Differs

Domain-Specific AI

24 models purpose-built for pharmacovigilance, not adapted from general-purpose NLP.

60% Faster

Evaluation timelines reduced by 60% compared to traditional BRA approaches across 50+ engagements.

70% Cost Reduction

Platform subscription replaces project-based CRO engagements of equivalent scope.

100% Regulatory Acceptance

Every submission using ArcaScience-generated outputs accepted by FDA, EMA, and PMDA.

Dermatology BRA Acceleration

Challenge: Sanofi's pharmacovigilance team needed to accelerate PSUR generation for a key dermatology biologic while maintaining regulatory rigor. Manual processes required 12+ weeks per cycle.

Results: 60% reduction in PSUR cycle time, 47 countries harmonized, 100% regulatory acceptance rate.

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ArcaScience transformed our periodic reporting from a quarterly burden into a strategic advantage. The platform's ability to harmonize global safety data and generate regulatory-ready outputs has fundamentally changed how we approach benefit-risk assessment.

Dr. Sophie Laurent

VP Pharmacovigilance, Sanofi

Across the Drug Lifecycle

Early Development (Phase I-II)

Safety signal identification, DDI screening, comparator selection, early benefit-risk framing before Phase 3 investment.

Late Development (Phase III / Submission)

CTD 2.5 benefit-risk sections, advisory committee preparation, quantified benefit-risk aligned with FDA and EMA.

Post-Marketing

PSUR/PBRER generation, signal management, RMP updates, continuous benefit-risk monitoring across spontaneous reporting and RWE.

Market Access & HEOR

Value dossiers, comparative effectiveness, payer evidence packages for NICE, G-BA, HAS, CADTH, PBAC.

FDA 21 CFR Part 11 Compliant ISO 27001 Certified HIPAA Compliant GDPR Compliant HDS Certified
Security & Compliance Details
Sanofi AstraZeneca GSK Takeda ICON Paris Brain Institute

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The ArcaScience Methodology
Whitepaper

AI-Driven Benefit-Risk Analysis: The Quantitative Methodology

Comprehensive overview of the platform's scientific foundation, covering 24 AI models, the BRAT framework, and regulatory alignment with FDA and EMA guidance.

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Platform Overview
One-Pager

ArcaScience Platform Overview

A concise summary of ArcaScience's unified analytical environment — Data Intelligence, Decision Intelligence, and Automated Outputs in one page.

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Explore All Resources

Browse our full library of whitepapers, case studies, webinars, and regulatory guides on benefit-risk methodology.

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See ArcaScience Applied to Your Therapeutic Area

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