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Insights March 23, 2026

Analyzing 12,108 French parliamentary amendments with AI agents

An AI-agent workflow analyzed 12,108 amendments, surfacing the real story: Shadow AI and the absence of transparency frameworks.

Originally shared on LinkedIn ↗

Draft & Goal used AI agents to analyze 12,108 French parliamentary amendments. The more important finding is not whether legislators use AI, but what the exercise reveals about how organizations govern it.

How it worked

A Draft & Goal workflow ingested open data, then cleaned, scored, and reached consensus before generating a report, applied to every amendment over 400 words written between 2025 and 2026. The result: 447 flagged as likely AI-assisted (3.69%) and 170 as highly likely (1.40%), triangulated across three independent detectors.

The real story: Shadow AI

A high score does not mean AI writes the law; it points to AI-assisted drafting and reformulation, while the decision stays human. The bigger issue is Shadow AI, tools used without disclosure, with no clear framework, no standard traceability, and no transparency obligation. That gap matters more than the tool itself, and it exists in most organizations.

About Draft & Goal

Draft & Goal is an agentic marketing automation platform for mid-market and enterprise teams. It lets marketers compose specialized AI agents into governed, model-agnostic workflows that run in production, from research and content to publishing and reporting, with the controls enterprise teams require. Draft & Goal is trusted by organizations including TotalEnergies, La Poste Groupe, and Turo. Book a demo to see it on your own stack.

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