Document acceleration for ENAC regulatory response
AI-assisted drafts, LaTeX structure, and expert review delivered 40 technical syllabus documents in under one week during a critical compliance window.
Step 01
Problem
An ENAC regulatory change plus several nonconformities forced a full rewrite of about 40 technical scope documents in less than one month.
Step 02
Context and constraints
The team was overloaded by volume and deadline pressure. Without a process change, the likely path was full-month manual writing.
Role: I proposed and led the documentation strategy: AI-assisted drafts, LaTeX standardization, and exhaustive joint review.
Step 03
Key decisions
- Move the bottleneck from writing to technical review: AI for detailed drafts, mandatory human validation before release.
- Standardize output in LaTeX to maximize consistency, structure quality, and traceability.
- Run production in prioritized batches based on regulatory risk and delivery urgency.
Step 04
Outcomes
- The full set of 40 documents was completed in under one week.
- Document quality was strong enough to satisfy ENAC expectations in a critical period.
- Team workload dropped substantially during the highest-pressure window.
Metrics
- 40 technical syllabus documents drafted and reviewed.
- Execution time: under 7 days versus an initial delivery window of under 1 month.
- Hybrid workflow (AI drafting + expert review) adopted as the operating standard during contingency.
Step 05
Learnings and next improvement
Learnings
- In compliance-heavy crises, speed in drafting only works if review rigor increases at the same time.
- AI is most effective when used for first-draft velocity and paired with strict expert validation.
Next improvement
- Turn this workflow into a reusable internal playbook for future regulatory updates.
Link
Step 06
Visual resources