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INSIGHTS & ARTICLES
DnXT Blog
Expert insights on regulatory operations, eCTD publishing, and digital transformation in life sciences.
RIM Meets QMS: Building the Bridge Between Regulatory Submissions and Quality Management
RIM Meets QMS: Building the Bridge Between Regulatory Submissions and Quality Management For years, I’ve seen regulatory and quality teams operating in parallel universes. Both are critical to bringing safe,...
Connecting RIM and eTMF: Why Your Regulatory and Clinical Systems Should Talk to Each Other
The Disconnect Between Clinical and Regulatory – A Familiar Story I’ve spent years working with life sciences companies, helping them streamline their regulatory operations and adopt cutting-edge technology. And time...
Veeva Vault Security Is More Complicated Than You Think — Here’s How to Take Control
Veeva Vault Security Is More Complicated Than You Think — Here’s How to Take Control I’ve seen it countless times. A global top-20 pharma company, years into their Veeva Vault...
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.
