We Generated a GDPR Privacy Policy in 4 Minutes — Our Lawyer Said Keep It

The Problem

Every new product needs a privacy policy. Every product update that changes data processing needs a privacy policy update. In the EU — and especially in France, where CNIL is aggressive — a bad privacy policy isn't just embarrassing. It's a regulatory risk.

At PyratzLabs, we launch products. Artificial-Lab ships AI tools. Zama builds FHE infrastructure. Each product touches different data types, different processing purposes, different legal bases. Cookie consent requirements in France are stricter than the rest of the EU thanks to CNIL's guidelines.

The standard approach: brief a lawyer, wait a week, receive a draft, review it, send comments, wait another week, get v2, negotiate the wording, finalize. Total cost: €1,500-€3,000. Total time: 2-4 weeks.

For a privacy policy. A document that 99.7% of users will never read. But the one regulator who does read it will fine you €20M or 4% of global turnover if it's wrong.

We needed to be right. We didn't need to be slow.

The Solution

The Legal Advisor skill generates GDPR-compliant privacy policies tailored to your specific product, data types, and processing activities. It covers every GDPR-required section, handles French CNIL-specific requirements, and produces a document that a lawyer can review in 30 minutes instead of drafting in 30 hours.

The Process

skill: legal-advisor
input:
  document_type: privacy-policy
  regulation: gdpr
  jurisdiction: france
  product:
    name: "Artifice Studio"
    type: saas
    description: "AI model fine-tuning platform for enterprise clients"
    url: "https://artifice.studio"
  data_collected:
    - type: account_data
      fields: [name, email, company, role]
      legal_basis: contract
      retention: "duration of account + 3 years"
    - type: usage_analytics
      fields: [page_views, feature_usage, session_duration]
      legal_basis: legitimate_interest
      retention: "24 months rolling"
    - type: model_training_data
      fields: [uploaded datasets, fine-tuning parameters]
      legal_basis: contract
      retention: "until client deletion request"
    - type: payment_data
      fields: [processed by Stripe — no card data stored]
      legal_basis: contract
      retention: "per Stripe's retention policy"
  third_party_processors:
    - name: Stripe
      purpose: payment processing
      location: US
      safeguard: "EU SCCs + DPF certification"
    - name: AWS
      purpose: infrastructure
      location: "EU (Paris region)"
      safeguard: "Data stays in EU"
    - name: Datadog
      purpose: monitoring
      location: US
      safeguard: "EU SCCs"
  dpo:
    name: "Warren (AI-assisted DPO)"
    email: "dpo@pyratzhq.com"
  cookie_consent:
    tool: "Axeptio"
    categories: [essential, analytics, marketing]
output:
  format: markdown
  language: english
  include_french_specifics: true

The agent generates a complete privacy policy covering:

1. Identity and contact details of the data controller
2. Data Protection Officer contact
3. Data collected — itemized by category with legal basis per type
4. Purposes of processing — mapped to specific legal bases (Art. 6(1) GDPR)
5. Data recipients — named third-party processors with transfer safeguards
6. International transfers — SCCs, adequacy decisions, DPF references
7. Retention periods — per data category
8. Data subject rights — access, rectification, erasure, portability, objection, restriction
9. Right to lodge a complaint with CNIL
10. Cookie policy — CNIL-compliant categories, prior consent for non-essential cookies
11. Automated decision-making — disclosure if applicable
12. Policy updates — notification mechanism

The Results

The three edits our lawyer made:

1. Added a specific CNIL reference number for a pending guidance update
2. Tweaked the legitimate interest balancing test language for analytics
3. Added a sentence about the right to define posthumous data directives (French-specific, Art. 85 Loi Informatique et Libertés)

Everything else? Kept as-is.

Try It Yourself

# Install via Mr.Chief dashboard after signing up at mrchief.ai/setup
# clawhub install legal-advisor

Generate a GDPR-compliant privacy policy for our SaaS platform. We collect account data,
usage analytics, and process payments through Stripe. We're a French company.
Include CNIL cookie consent requirements.

Four minutes. Not four weeks.

Our lawyer's exact words: "I'd change three things. The rest is better than what most firms deliver." That's the bar now.