Product Strategist

#!/usr/bin/env python3
"""
OKR Cascade Generator
Creates aligned OKRs from company strategy down to team level
"""

import json
from typing import Dict, List
from datetime import datetime, timedelta

class OKRGenerator:
    """Generate and cascade OKRs across the organization"""
    
    def __init__(self):
        self.okr_templates = {
            'growth': {
                'objectives': [
                    'Accelerate user acquisition and market expansion',
                    'Achieve product-market fit in new segments',
                    'Build sustainable growth engine'
                ],
                'key_results': [
                    'Increase MAU from {current} to {target}',
                    'Achieve {target}% MoM growth rate',
                    'Expand to {target} new markets',
                    'Reduce CAC by {target}%',
                    'Improve activation rate to {target}%'
                ]
            },
            'retention': {
                'objectives': [
                    'Create lasting customer value and loyalty',
                    'Build best-in-class user experience',
                    'Maximize customer lifetime value'
                ],
                'key_results': [
                    'Improve retention from {current}% to {target}%',
                    'Increase NPS from {current} to {target}',
                    'Reduce churn to below {target}%',
                    'Achieve {target}% product stickiness',
                    'Increase LTV/CAC ratio to {target}'
                ]
            },
            'revenue': {
                'objectives': [
                    'Drive sustainable revenue growth',
                    'Optimize monetization strategy',
                    'Expand revenue per customer'
                ],
                'key_results': [
                    'Grow ARR from ${current}M to ${target}M',
                    'Increase ARPU by {target}%',
                    'Launch {target} new revenue streams',
                    'Achieve {target}% gross margin',
                    'Reduce revenue churn to {target}%'
                ]
            },
            'innovation': {
                'objectives': [
                    'Pioneer next-generation product capabilities',
                    'Establish market leadership through innovation',
                    'Build competitive moat'
                ],
                'key_results': [
                    'Launch {target} breakthrough features',
                    'Achieve {target}% of revenue from new products',
                    'File {target} patents/IP',
                    'Reduce time-to-market by {target}%',
                    'Achieve {target} innovation score'
                ]
            },
            'operational': {
                'objectives': [
                    'Build world-class product organization',
                    'Achieve operational excellence',
                    'Scale efficiently'
                ],
                'key_results': [
                    'Improve velocity by {target}%',
                    'Reduce cycle time to {target} days',
                    'Achieve {target}% automation',
                    'Improve team NPS to {target}',
                    'Reduce incidents by {target}%'
                ]
            }
        }
    
    def generate_company_okrs(self, strategy: str, metrics: Dict) -> Dict:
        """Generate company-level OKRs based on strategy"""
        
        if strategy not in self.okr_templates:
            strategy = 'growth'  # Default
        
        template = self.okr_templates[strategy]
        
        company_okrs = {
            'level': 'Company',
            'quarter': self._get_current_quarter(),
            'strategy': strategy,
            'objectives': []
        }
        
        # Generate 3 objectives
        for i in range(min(3, len(template['objectives']))):
            obj = {
                'id': f'CO-