Blogs
INSIGHTS & ARTICLES
DnXT Blog
Expert insights on regulatory operations, eCTD publishing, and digital transformation in life sciences.
Building an Enterprise AI Gateway for Pharma: Guardrails, Audit Trails, and Why “Just Use ChatGPT” Isn’t an Answer
Building an Enterprise AI Gateway for Pharma: Guardrails, Audit Trails, and Why “Just Use ChatGPT” Isn’t an Answer When we started building DnXT Solutions, our vision was clear: to bring...
Why I Rebuilt Our Entire Platform on Microservices — and What Breaking a Monolith Actually Looks Like
Why I Rebuilt Our Entire Platform on Microservices — and What Breaking a Monolith Actually Looks Like When we started DnXT Solutions, our goal was simple: build the best regulatory...
We Built a Three-Layer AI Classification System for Regulatory Documents — Here’s What We Learned
We Built a Three-Layer AI Classification System for Regulatory Documents — Here’s What We Learned If you’ve ever been part of a regulatory team, you know the drill: the frantic...
Beyond Controlled Vocabulary: The Case for Regulatory Reasoning
Beyond Controlled Vocabulary: The Case for Regulatory Reasoning For decades, our industry has grappled with the challenge of consistent, compliant data. The solution, for a long time, was the controlled...
Why Your Veeva Vault Implementation Needs a Consulting Partner (Not Just a Configurator)
Why Your Veeva Vault Implementation Needs a Consulting Partner (Not Just a Configurator) I’ve been in the trenches of regulatory operations and technology for decades. I’ve seen companies invest millions...
What a 12-Week Veeva Consulting Engagement Actually Looks Like
What a 12-Week Veeva Consulting Engagement Actually Looks Like Over the years, building DnXT Solutions from the ground up, I’ve personally delivered countless consulting engagements in the life sciences space....
Data Remediation in Veeva Vault: The Unsexy Work That Makes Everything Else Possible
Veeva Vault Data Remediation: The Unsexy Work That Makes Everything Else Possible If you’ve spent any time working with Veeva Vault in a life sciences company, you know the promise:...
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.
