Blogs
INSIGHTS & ARTICLES
DnXT Blog
Expert insights on regulatory operations, eCTD publishing, and digital transformation in life sciences.
Global Pharmaceutical Company Modernizes Submission Operations Through Platform Data Migration
A global pharmaceutical company migrated 15 legacy data paths to a unified platform layer, enabling faster feature delivery and eliminating schema-coupling bugs.
Hybrid Search for Regulatory Documents: Combining Keyword and Semantic Retrieval
Combining keyword and semantic search with Reciprocal Rank Fusion delivers more reliable regulatory document retrieval than either approach alone.
End-to-End Submission Workflow: Connecting Planning, Document Management, and Publishing
Connecting planning, document management, and publishing into a single operational pipeline eliminates manual handoffs and compresses submission timelines.
Compliance Domains: Extending Document Management Beyond Regulatory Submissions
Extending document management beyond regulatory submissions to quality, clinical, corporate, commercial, and operational domains under a unified governance model.
Three-Layer AI Classification: A Practical Architecture for Regulatory Document Management
A three-layer classification architecture combining rules, few-shot learning, and LLM reasoning provides the accuracy, cost control, and auditability that regulatory document management demands.
Unified Search Cross-Dossier Discovery in Regulatory Publishing
Modern pharmaceutical companies need unified search capabilities to efficiently locate regulatory content across hundreds of dossiers and thousands of documents.
Enterprise AI Gateway: Enabling Compliant AI Adoption in Regulated Life Sciences
Enterprise AI gateways enable pharmaceutical companies to safely adopt AI tools while maintaining strict regulatory compliance through centralized governance and comprehensive audit trails.
Veeva Vault Integration: Multi-DMS Strategies for Regulatory Publishing
Explore how regulatory publishing platforms integrate with Veeva Vault and multi-DMS environments to streamline eCTD assembly workflows.
Preflight Validation: Preventing eCTD Submission Errors in Regulatory Publishing
Learn how preflight validation prevents costly eCTD submission errors through automated compliance checking, real-time monitoring, and technical issue resolution.
Dossier Cloning Lifecycle Management eCTD Publishing: Essential Capabilities
Explore how intelligent dossier cloning and lifecycle management capabilities enable pharmaceutical companies to efficiently adapt regulatory submissions across multiple jurisdictions and eCTD formats.
Upskilling AI Regulatory Publishing New Era: Essential Skills Guide
Regulatory publishing professionals are adapting to AI-enabled workflows by developing new skills in data interpretation, AI literacy, and regulatory intelligence analysis.
How Agentic AI Is Improving Regulatory Submissions Publishing
Explore how agentic AI systems are improving regulatory submissions through autonomous workflows while maintaining essential human oversight and quality standards.
