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behavioral_data:
  - website_interactions
  - purchase_history
  - preferences
  retention_period: "3 years"
  legal_basis: "legitimate_interests"
  
sensitive_data:
  - health_information
  - financial_data
  - biometric_data
  retention_period: "1 year"
  legal_basis: "explicit_consent"
  special_protection: true
  

right_to_rectification:
  response_time: "30 days"
  procedure: "user_profile_update"
  
right_to_erasure:
  response_time: "30 days"
  procedure: "account_deletion_workflow"
  exceptions:
    - legal_compliance
    - contractual_obligations
    
right_to_portability:
  response_time: "30 days"
  format: "JSON"
  procedure: "data_export_api"
  
right_to_object:
  response_time: "immediate"
  procedure: "opt_out_mechanism"
  

undefined

class PrivacyPolicyGenerator:
    def __init__(self, company_info, jurisdictions):
        self.company_info = company_info
        self.jurisdictions = jurisdictions
        self.data_categories = []
        self.processing_purposes = []
        self.third_parties = []
        
    def generate_privacy_policy(self):
        """
        Generate comprehensive privacy policy based on data processing activities
        """
        policy_sections = {
            'introduction': self.generate_introduction(),
            'data_collection': self.generate_data_collection_section(),
            'data_usage': self.generate_data_usage_section(),
            'data_sharing': self.generate_data_sharing_section(),
            'data_retention': self.generate_retention_section(),
            'user_rights': self.generate_user_rights_section(),
            'security': self.generate_security_section(),
            'cookies': self.generate_cookies_section(),
            'international_transfers': self.generate_transfers_section(),
            'policy_updates': self.generate_updates_section(),
            'contact': self.generate_contact_section()
        }
        
        return self.compile_policy(policy_sections)
    
    def generate_data_collection_section(self):
        """
        Generate data collection section based on GDPR requirements
        """
        section = f"""
        ## Data We Collect
        
        We collect the following categories of personal data:
        
        ### Information You Provide Directly
        - **Account Information**: Name, email address, phone number
        - **Profile Data**: Preferences, settings, communication choices
        - **Transaction Data**: Purchase history, payment information, billing address
        - **Communication Data**: Messages, support inquiries, feedback
        
        ### Information Collected Automatically
        - **Usage Data**: Pages visited, features used, time spent
        - **Device Information**: Browser type, operating system, device identifiers
        - **Location Data**: IP address, general geographic location
        - **Cookie Data**: Preferences, session information, analytics data
        
        ### Legal Basis for Processing
        We process your personal data based on the following legal grounds:
        - **Contract Performance**: To provide our services and fulfill agreements
        - **Legitimate Interests**: To improve our services and prevent fraud
        - **Consent**: Where you have explicitly agreed to processing
        - **Legal Compliance**: To comply with applicable laws and regulations
        """
        
        # Add jurisdiction-specific requirements
        if 'GDPR' in self.jurisdictions:
            section += self.add_gdpr_specific_collection_terms()
        if 'CCPA' in self.jurisdictions:
            section += self.add_ccpa_specific_collection_terms()
            
        return section
    
    def generate_user_rights_section(self):
        """
        Generate user rights section with jurisdiction-specific rights
        """
        rights_section = """
        ## Your Rights and Choices
        
        You have the following rights regarding your personal data:
        """
        
        if 'GDPR' in self.jurisdictions:
            rights_section += """
            ### GDPR Rights (EU Residents)
            - **Right of Access**: Request a copy of your personal data
            - **Right to Rectification**: Correct inaccurate or incomplete data
            - **Right to Erasure**: Request deletion of your personal data
            - **Right to Restrict Processing**: Limit how we use your data
            - **Right to Data Portability**: Receive your data in a portable format
            - **Right to Object**: Opt out of certain types of processing
            - **Right to Withdraw Consent**: Revoke previously given consent
            
            To exercise these rights, contact our Data Protection Officer at dpo@company.com
            Response time: 30 days maximum
            """
            
        if 'CCPA' in self.jurisdictions:
            rights_section += """
            ### CCPA Rights (California Residents)
            - **Right to Know**: Information about data collection and use
            - **Right to Delete**: Request deletion of personal information
            - **Right to Opt-Out**: Stop the sale of personal information
            - **Right to Non-Discrimination**: Equal service regardless of privacy choices
            
            To exercise these rights, visit our Privacy Center or call 1-800-PRIVACY
            Response time: 45 days maximum
            """
            
        return rights_section
    
    def validate_policy_compliance(self):
        """
        Validate privacy policy against regulatory requirements
        """
        compliance_checklist = {
            'gdpr_compliance': {
                'legal_basis_specified': self.check_legal_basis(),
                'data_categories_listed': self.check_data_categories(),
                'retention_periods_specified': self.check_retention_periods(),
                'user_rights_explained': self.check_user_rights(),
                'dpo_contact_provided': self.check_dpo_contact(),
                'breach_notification_explained': self.check_breach_notification()
            },
            'ccpa_compliance': {
                'categories_of_info': self.check_ccpa_categories(),
                'business_purposes': self.check_business_purposes(),
                'third_party_sharing': self.check_third_party_sharing(),
                'sale_of_data_disclosed': self.check_sale_disclosure(),
                'consumer_rights_explained': self.check_consumer_rights()
            },
            'general_compliance': {
                'clear_language': self.check_plain_language(),
                'contact_information': self.check_contact_info(),
                'effective_date': self.check_effective_date(),
                'update_mechanism': self.check_update_mechanism()
            }
        }
        
        return self.generate_compliance_report(compliance_checklist)

class ContractReviewSystem:
    def __init__(self):
        self.risk_keywords = {
            'high_risk': [
                'unlimited liability', 'personal guarantee', 'indemnification',
                'liquidated damages', 'injunctive relief', 'non-compete'
            ],
            'medium_risk': [
                'intellectual property', 'confidentiality', 'data processing',
                'termination rights', 'governing law', 'dispute resolution'
            ],
            'compliance_terms': [
                'gdpr', 'ccpa', 'hipaa', 'sox', 'pci-dss', 'data protection',
                'privacy', 'security', 'audit rights', 'regulatory compliance'
            ]
        }
        
    def review_contract(self, contract_text, contract_type):
        """
        Automated contract review with risk assessment
        """
        review_results = {
            'contract_type': contract_type,
            'risk_assessment': self.assess_contract_risk(contract_text),
            'compliance_analysis': self.analyze_compliance_terms(contract_text),
            'key_terms_analysis': self.analyze_key_terms(contract_text),
            'recommendations': self.generate_recommendations(contract_text),
            'approval_required': self.determine_approval_requirements(contract_text)
        }
        
        return self.compile_review_report(review_results)
    
    def assess_contract_risk(self, contract_text):
        """
        Assess risk level based on contract terms
        """
        risk_scores = {
            'high_risk': 0,
            'medium_risk': 0,
            'low_risk': 0
        }
        
        # Scan for risk keywords
        for risk_level, keywords in self.risk_keywords.items():
            if risk_level != 'compliance_terms':
                for keyword in keywords:
                    risk_scores[risk_level] += contract_text.lower().count(keyword.lower())
        
        # Calculate overall risk score
        total_high = risk_scores['high_risk'] * 3
        total_medium = risk_scores['medium_risk'] * 2
        total_low = risk_scores['low_risk'] * 1
        
        overall_score = total_high + total_medium + total_low
        
        if overall_score >= 10:
            return 'HIGH - Legal review required'
        elif overall_score >= 5:
            return 'MEDIUM - Manager approval required'
        else:
            return 'LOW - Standard approval process'
    
    def analyze_compliance_terms(self, contract_text):
        """
        Analyze compliance-related terms and requirements
        """
        compliance_findings = []
        
        # Check for data processing terms
        if any(term in contract_text.lower() for term in ['personal data', 'data processing', 'gdpr']):
            compliance_findings.append({
                'area': 'Data Protection',
                'requirement': 'Data Processing Agreement (DPA) required',
                'risk_level': 'HIGH',
                'action': 'Ensure DPA covers GDPR Article 28 requirements'
            })
        
        # Check for security requirements
        if any(term in contract_text.lower() for term in ['security', 'encryption', 'access control']):
            compliance_findings.append({
                'area': 'Information Security',
                'requirement': 'Security assessment required',
                'risk_level': 'MEDIUM',
                'action': 'Verify security controls meet SOC2 standards'
            })
        
        # Check for international terms
        if any(term in contract_text.lower() for term in ['international', 'cross-border', 'global']):
            compliance_findings.append({
                'area': 'International Compliance',
                'requirement': 'Multi-jurisdiction compliance review',
                'risk_level': 'HIGH',
                'action': 'Review local law requirements and data residency'
            })
        
        return compliance_findings
    
    def generate_recommendations(self, contract_text):
        """
        Generate specific recommendations for contract improvement
        """
        recommendations = []
        
        # Standard recommendation categories
        recommendations.extend([
            {
                'category': 'Limitation of Liability',
                'recommendation': 'Add mutual liability caps at 12 months of fees',
                'priority': 'HIGH',
                'rationale': 'Protect against unlimited liability exposure'
            },
            {
                'category': 'Termination Rights',
                'recommendation': 'Include termination for convenience with 30-day notice',
                'priority': 'MEDIUM',
                'rationale': 'Maintain flexibility for business changes'
            },
            {
                'category': 'Data Protection',
                'recommendation': 'Add data return and deletion provisions',
                'priority': 'HIGH',
                'rationale': 'Ensure compliance with data protection regulations'
            }
        ])
        
        return recommendations

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