A leading multinational Clinical Research Organization (CRO) sought to transform the way clinical study protocols, clinical study reports and regulated documentation are created. The objective was to accelerate document drafting through Responsible AI while ensuring scientific accuracy, regulatory compliance and human oversight remained central to every stage of the document lifecycle.
Multi-national Clinical Research Organization (Mascot)
Life Sciences | Clinical Research
Government workers tracked via AI Attendance
National chemical safety platform
Creating clinical study protocols and reports required extensive manual drafting, repetitive reviews and collaboration across multiple teams, slowing project delivery.
Critical information was scattered across historical study documents, SOPs, templates and spreadsheets, making it difficult to maintain consistency and standardization.
While Generative AI offered significant productivity gains, the solution needed to prevent unsupported content, maintain traceability and ensure every document complied with stringent regulatory and quality standards.
Purpose-designed capabilities that take AI from concept to production, covering strategy, intelligence, orchestration, and governance.
Developed Mascot, an AI-first governance platform that combines Generative AI with structured enterprise knowledge to accelerate protocol and clinical report creation.
Restricted AI-generated content to approved templates, SOPs, historical protocols and governed clause libraries, ensuring every draft is grounded in trusted organizational knowledge.
Implemented structured study inputs, automated validation rules and standardized report layouts that improve document accuracy before quality review begins.
Integrated document versioning, audit trails, collaborative review workflows and role-based approvals to maintain transparency throughout drafting, review and approval cycles.
Positioned AI as an intelligent drafting assistant while ensuring scientific decisions, compliance reviews and final approvals always remain under expert human control.
A repeatable, outcome-oriented engagement model that reduces risk at every stage and keeps the business in control.
Expected to reduce clinical study protocol drafting time by 50–70%, enabling research teams to deliver high-quality documents significantly faster.
Projected to decrease clinical report preparation time by 40–60% through AI-assisted drafting and automated validation workflows.
Standardized templates, governed content libraries and validation rules improve first-pass document quality while reducing inconsistencies.
Comprehensive version control, audit trails and structured approval workflows strengthen compliance, governance and regulatory preparedness.
Established a practical blueprint for deploying Generative AI safely within highly regulated life sciences environments without compromising scientific integrity or compliance.
We work with leading foundation models, orchestration frameworks, and ML tooling. Each is selected for the use case based on performance, governance fit, and enterprise readiness.
Generative AI powering intelligent drafting while operating within governed enterprise workflows.
Retrieval-Augmented Generation enabling AI to generate content exclusively from approved organizational knowledge sources.
Centralized repository for study data, document metadata and governed content libraries.
Secure storage for clinical documents, templates and supporting research assets.
Scalable cloud infrastructure supporting secure enterprise deployment and application management.
Granular permissions ensuring secure access for medical writers, QA teams, reviewers and administrators.
Complete version history enabling transparent collaboration and controlled document evolution.
Comprehensive activity logs supporting regulatory compliance, governance and inspection readiness.
Automated validation rules verifying document structure, consistency and compliance before review.
AI-assisted authoring combined with mandatory expert review and approval to ensure scientific accuracy and regulatory confidence.
Empower your clinical research teams with AI-assisted document authoring that accelerates study protocols and reports while maintaining regulatory compliance, scientific accuracy and enterprise-grade governance.
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