Value chain — stage 03

Regulatory affairs

Submission authoring, labelling, RIM, health-authority responses and regulatory intelligence — plus what the FDA and EMA now expect you to prove about the model itself.

Submission authoring & publishing
Labelling & IDMP
Regulatory information management
Health-authority correspondence
Regulatory intelligence

Start here

The guide

The long, definitive pieces on regulatory. Everything else on this page goes deeper on one part of them.

FDA's Seven-Step AI Credibility Framework — And the Regulatory Operations AI It Never Covered

Mapping the credibility steps, defining model risk, and showing why publishing, information management and query drafting sit outside its scope.

Regulatory · 18 min read

In depth

7 articles

Specific problems, specific answers, each written against a named source and dated.

Case study: Gedeon Richter's Regulatory Intelligence Triage, and What Four Clicks Measure

Gedeon Richter automated regulatory alert triage with Clarivate; the only number is four clicks, and the binding clocks sit elsewhere.

Regulatory · 9 min read

Named Data Ownership Beats Any Agent

One organisation in fifty-nine is ready; the variable predicting regulatory operations performance is accountability for data, not artificial intelligence. today

Regulatory · 13 min read

Costing a Health Authority Query Response Before You Automate It

Query volume, hours per response, Module 3 hotspots: building a credible automation business case from measured baselines, not vendor claims.

Regulatory · 13 min read

Your FDA Reviewer Switched Models

Elsa moved from Claude to Gemini mid-review; what a regulator-side model swap does to consistency, and to your submission strategy.

Regulatory · 11 min read

What EMA Permits When AI Drafts Your Product Information

Reflection paper section 2.3.5 read closely, plus the structured product information roadmap that makes labelling automation genuinely workable at scale.

Regulatory · 14 min read

eCTD 4.0 in Japan, Europe and America — and Why Publishing Should Stay Deterministic

Authority timelines compared, gateway validation failure rates explained, and the architectural line separating rules engines from generative authoring further upstream.

Regulatory · 11 min read

Ninety-Seven Percent Faster, Seventy Percent Complete

Inside the Takeda IND benchmark: where drafting time went, which quality dimensions collapsed, and what human review must still catch.

Regulatory · 13 min read