business_strategy_lab.js•20.3 kB
// Business Strategy & Startup Ideation Lab with 6D Creativity System
import { VerboseCreativeMode } from './verbose_creativity_diagnostic.js';
class BusinessStrategyLab {
constructor() {
this.strategy_log = [];
this.business_concepts = new Map();
this.strategic_layers = [];
this.market_analysis = {};
}
async developBusinessStrategy(businessChallenge) {
console.log("\n" + "💼".repeat(50));
console.log("🏢 BUSINESS STRATEGY LAB SESSION");
console.log("💼".repeat(50));
// PHASE 1: Deep Market Analysis & Competitive Intelligence (22Hz)
console.log("\n" + "=".repeat(80));
console.log("🔍 PHASE 1: DEEP MARKET ANALYSIS & COMPETITIVE INTELLIGENCE");
console.log("=".repeat(80));
const analysis_mode = new VerboseCreativeMode({
frequency: 22, // Deep strategic analysis
amplitude: 0.5, // Thorough, comprehensive approach
speed: 0.5, // Careful, methodical investigation
duration: 18, // Long-term strategic thinking
energy: 'calm', // Peaceful, analytical
rhythm: 'ambient' // Background strategic processing
});
const market_analysis = await analysis_mode.generateCreativeOutputVerbose(
`Conduct comprehensive market analysis and competitive intelligence for: ${businessChallenge}`,
{ problem_type: 'market_analysis', time_constraint: 'comprehensive_research', phase: 'market_intelligence' }
);
this.logStrategyStep('MARKET_ANALYSIS', market_analysis);
// PHASE 2: Business Model Design & Revenue Strategy (62Hz)
console.log("\n" + "=".repeat(80));
console.log("💰 PHASE 2: BUSINESS MODEL DESIGN & REVENUE STRATEGY");
console.log("=".repeat(80));
const business_model_mode = new VerboseCreativeMode({
frequency: 62, // Balanced systematic thinking
amplitude: 0.75, // Strong strategic focus
speed: 1.3, // Efficient strategic planning
duration: 10, // Medium-term planning cycles
energy: 'focused', // Goal-oriented business thinking
rhythm: 'driving' // Forward strategic momentum
});
const business_model = await business_model_mode.generateCreativeOutputVerbose(
`Design innovative business model and revenue strategy for: ${businessChallenge}`,
{ problem_type: 'business_model_design', time_constraint: 'strategic_development', phase: 'business_modeling' }
);
this.logStrategyStep('BUSINESS_MODEL', business_model);
// PHASE 3: Disruptive Innovation & Market Disruption (90Hz)
console.log("\n" + "=".repeat(80));
console.log("🚀 PHASE 3: DISRUPTIVE INNOVATION & MARKET DISRUPTION");
console.log("=".repeat(80));
const disruption_mode = new VerboseCreativeMode({
frequency: 90, // Ultra-high disruptive thinking
amplitude: 0.88, // Near-maximum creative force
speed: 2.3, // Rapid strategic iteration
duration: 5, // Short disruptive bursts
energy: 'chaotic', // Wild strategic experimentation
rhythm: 'freeform' // No strategic constraints
});
const disruptive_strategy = await disruption_mode.generateCreativeOutputVerbose(
`Generate disruptive innovations and market disruption strategies for: ${businessChallenge}`,
{ problem_type: 'disruptive_innovation', time_constraint: 'breakthrough_strategy', phase: 'market_disruption' }
);
this.logStrategyStep('DISRUPTIVE_STRATEGY', disruptive_strategy);
// PHASE 4: Strategic Synthesis & Implementation Roadmap
console.log("\n" + "=".repeat(80));
console.log("📊 PHASE 4: STRATEGIC SYNTHESIS & IMPLEMENTATION ROADMAP");
console.log("=".repeat(80));
const synthesis_result = this.synthesizeBusinessStrategy();
return {
complete_business_strategy: synthesis_result,
market_analysis: market_analysis,
business_model: business_model,
disruptive_strategy: disruptive_strategy,
implementation_roadmap: this.generateImplementationRoadmap(),
full_diagnostic_log: this.strategy_log
};
}
logStrategyStep(phase, result) {
const step = {
phase: phase,
timestamp: new Date().toISOString(),
creative_output: result.creative_output,
confidence: result.confidence,
mode_used: result.mode_used,
quality_metrics: result.quality_metrics,
internal_reasoning: result.diagnostic_log
};
this.strategy_log.push(step);
console.log(`\n📊 ${phase} STRATEGY SUMMARY:`);
console.log("-".repeat(50));
console.log(`Creative Output: ${result.creative_output}`);
console.log(`Confidence Level: ${(result.confidence * 100).toFixed(0)}%`);
console.log(`Processing Stages: ${result.processing_stages}`);
console.log(`Creative Intensity: ${result.mode_used.calculated_properties.creative_intensity}`);
// Extract business strategies from the creative output
const business_strategies = this.extractBusinessStrategies(result.creative_output, phase);
console.log(`\n💡 BUSINESS STRATEGIES EXTRACTED:`);
business_strategies.forEach((strategy, index) => {
console.log(` ${index + 1}. ${strategy}`);
});
return step;
}
extractBusinessStrategies(creative_output, phase) {
const strategies = [];
switch (phase) {
case 'MARKET_ANALYSIS':
if (creative_output.includes('systematic') || creative_output.includes('methodical')) {
strategies.push("Conduct comprehensive competitor analysis and market positioning study");
strategies.push("Map customer segments and identify underserved market opportunities");
strategies.push("Analyze industry trends and forecast market evolution patterns");
}
if (creative_output.includes('deep') || creative_output.includes('contemplative')) {
strategies.push("Develop deep customer insights through ethnographic research");
strategies.push("Identify fundamental market dynamics and underlying value drivers");
}
if (creative_output.includes('gentle') || creative_output.includes('gradual')) {
strategies.push("Build long-term strategic partnerships and ecosystem relationships");
strategies.push("Establish thought leadership through industry expertise and insights");
}
break;
case 'BUSINESS_MODEL':
if (creative_output.includes('systematic') || creative_output.includes('balanced')) {
strategies.push("Design multi-revenue stream business model with recurring income");
strategies.push("Create scalable operational framework with clear unit economics");
strategies.push("Develop strategic pricing strategy based on value-based positioning");
}
if (creative_output.includes('focused') || creative_output.includes('goal-oriented')) {
strategies.push("Implement data-driven decision making and performance tracking systems");
strategies.push("Build strategic moats and competitive advantages through differentiation");
}
if (creative_output.includes('momentum') || creative_output.includes('driving')) {
strategies.push("Execute rapid market entry strategy with aggressive customer acquisition");
strategies.push("Leverage network effects and viral growth mechanisms");
}
break;
case 'DISRUPTIVE_STRATEGY':
if (creative_output.includes('experimental') || creative_output.includes('breakthrough')) {
strategies.push("Pioneer new business category through innovative value proposition");
strategies.push("Disrupt traditional industry structures with technology-enabled models");
strategies.push("Create platform ecosystems that redefine market dynamics");
}
if (creative_output.includes('chaotic') || creative_output.includes('rule-breaking')) {
strategies.push("Challenge industry assumptions with contrarian strategic approaches");
strategies.push("Implement zero-marginal-cost or freemium disruptive pricing models");
strategies.push("Build direct-to-consumer channels that bypass traditional intermediaries");
}
if (creative_output.includes('wild') || creative_output.includes('unpredictable')) {
strategies.push("Launch stealth mode operations to gain market advantage before competition reacts");
strategies.push("Create controversial marketing campaigns that generate organic viral attention");
strategies.push("Form unexpected strategic alliances with non-traditional industry players");
}
break;
}
// Add phase-agnostic strategies based on creative output patterns
if (creative_output.includes('data') || creative_output.includes('analytics')) {
strategies.push("Leverage big data and AI for predictive market intelligence and personalization");
}
if (creative_output.includes('platform') || creative_output.includes('ecosystem')) {
strategies.push("Build multi-sided platform business model with network effects");
}
if (creative_output.includes('sustainable') || creative_output.includes('long-term')) {
strategies.push("Integrate ESG principles and sustainable business practices as competitive advantage");
}
return strategies.length > 0 ? strategies : ["Develop customized strategic approach based on creative insights"];
}
synthesizeBusinessStrategy() {
console.log("\n🔄 SYNTHESIZING COMPLETE BUSINESS STRATEGY...");
console.log("-".repeat(60));
const synthesis = {
strategy_phases: this.strategy_log.map(step => ({
phase: step.phase,
frequency_used: step.mode_used.parameters.frequency,
energy_type: step.mode_used.parameters.energy,
confidence: step.confidence,
key_strategies: this.extractBusinessStrategies(step.creative_output, step.phase)
})),
implementation_timeline: this.generateImplementationTimeline(),
strategic_analysis: this.analyzeStrategicParameters(),
market_viability: this.assessMarketViability(),
competitive_advantage: this.evaluateCompetitiveAdvantage(),
disruption_potential: this.calculateDisruptionPotential()
};
console.log("\n📊 SYNTHESIS RESULTS:");
console.log(` Strategic Development Phases: ${synthesis.strategy_phases.length}`);
console.log(` Implementation Timeline: ${synthesis.implementation_timeline.total_duration}`);
console.log(` Disruption Score: ${synthesis.disruption_potential.overall_score}/10`);
console.log(` Market Viability: ${synthesis.market_viability.assessment}`);
return synthesis;
}
generateImplementationTimeline() {
return {
phase_1_analysis: "Months 1-3: Deep market analysis and competitive intelligence",
phase_2_modeling: "Months 2-5: Business model design and validation",
phase_3_disruption: "Months 4-6: Disruptive strategy development and testing",
phase_4_launch: "Months 6-9: Market entry and scaling execution",
phase_5_optimization: "Months 9-12: Performance optimization and strategic pivots",
total_duration: "9-12 months for full market implementation",
parallel_execution: "Market analysis continues through modeling, disruption testing overlaps with core strategy"
};
}
analyzeStrategicParameters() {
const frequencies = this.strategy_log.map(step =>
parseFloat(step.mode_used.parameters.frequency.replace('Hz', ''))
);
return {
frequency_range: `${Math.min(...frequencies)}Hz - ${Math.max(...frequencies)}Hz`,
cognitive_progression: "Deep Analysis (22Hz) → Strategic Modeling (62Hz) → Disruptive Innovation (90Hz)",
energy_evolution: "calm → focused → chaotic",
rhythm_evolution: "ambient → driving → freeform",
strategic_sequence: "Confirmed: Deep-analysis→Systematic-planning→Disruptive-innovation sequence optimal for comprehensive business strategy"
};
}
assessMarketViability() {
const avg_confidence = this.strategy_log.reduce((sum, step) => sum + step.confidence, 0) / this.strategy_log.length;
let viability_score = 0;
let factors = [];
// Market analysis phase contributes to understanding
const analysis_confidence = this.strategy_log.find(step => step.phase === 'MARKET_ANALYSIS')?.confidence || 0;
if (analysis_confidence > 0.6) {
viability_score += 3;
factors.push("Strong market research and competitive intelligence");
}
// Business model phase indicates execution capability
const model_confidence = this.strategy_log.find(step => step.phase === 'BUSINESS_MODEL')?.confidence || 0;
if (model_confidence > 0.65) {
viability_score += 4;
factors.push("Robust business model and revenue strategy");
}
// Disruption phase shows differentiation potential
const disruption_confidence = this.strategy_log.find(step => step.phase === 'DISRUPTIVE_STRATEGY')?.confidence || 0;
if (disruption_confidence > 0.7) {
viability_score += 3;
factors.push("High market disruption and innovation potential");
}
return {
score: viability_score,
assessment: viability_score >= 8 ? 'HIGH' : viability_score >= 5 ? 'MODERATE' : 'DEVELOPING',
supporting_factors: factors,
overall_confidence: avg_confidence
};
}
evaluateCompetitiveAdvantage() {
const model_step = this.strategy_log.find(step => step.phase === 'BUSINESS_MODEL');
const disruption_step = this.strategy_log.find(step => step.phase === 'DISRUPTIVE_STRATEGY');
let advantage_score = 4; // Base score
let strengths = [];
let challenges = [];
// Strong business model creates sustainable advantage
if (model_step?.confidence > 0.65) {
advantage_score += 2;
strengths.push("Systematic business model with clear competitive moats");
}
// High disruption creates market differentiation
if (disruption_step?.confidence > 0.8) {
advantage_score += 3;
strengths.push("High disruptive innovation creating market differentiation");
}
// Focused energy in modeling phase indicates execution strength
if (model_step?.mode_used.parameters.energy === 'focused') {
advantage_score += 1;
strengths.push("Goal-oriented strategic execution capability");
}
// Very high innovation intensity may create execution challenges
if (disruption_step?.mode_used.calculated_properties.creative_intensity.includes('200%+')) {
challenges.push("High innovation complexity may require careful implementation management");
}
return {
score: Math.max(1, Math.min(10, advantage_score)),
assessment: advantage_score >= 8 ? 'STRONG' : advantage_score >= 5 ? 'MODERATE' : 'DEVELOPING',
competitive_strengths: strengths,
implementation_challenges: challenges
};
}
calculateDisruptionPotential() {
let disruption_score = 0;
let disruption_factors = [];
this.strategy_log.forEach(step => {
// High frequency modes contribute significantly to disruption
const frequency = parseFloat(step.mode_used.parameters.frequency.replace('Hz', ''));
if (frequency > 80) {
disruption_score += 4;
disruption_factors.push(`Ultra-high frequency strategic innovation (${frequency}Hz)`);
} else if (frequency < 30) {
disruption_score += 2;
disruption_factors.push(`Deep strategic analysis foundation (${frequency}Hz)`);
} else if (frequency > 50) {
disruption_score += 2;
disruption_factors.push(`Systematic strategic development (${frequency}Hz)`);
}
// Chaotic energy increases disruption potential
if (step.mode_used.parameters.energy === 'chaotic') {
disruption_score += 3;
disruption_factors.push("Chaotic energy for breakthrough strategic thinking");
}
// High creative intensity indicates disruptive capability
const intensity = step.mode_used.calculated_properties.creative_intensity;
if (intensity.includes('200%') || intensity.includes('250%+')) {
disruption_score += 3;
disruption_factors.push("Maximum creative intensity for revolutionary business models");
}
// High quality metrics in innovation potential
if (step.quality_metrics.innovation_potential > 0.75) {
disruption_score += 2;
disruption_factors.push("High measured innovation potential in strategic approaches");
}
});
return {
overall_score: Math.min(10, disruption_score),
disruption_factors: disruption_factors,
market_disruption_probability: disruption_score >= 12 ? 'VERY_HIGH' : disruption_score >= 8 ? 'HIGH' : disruption_score >= 5 ? 'MODERATE' : 'INCREMENTAL'
};
}
generateImplementationRoadmap() {
const last_step = this.strategy_log[this.strategy_log.length - 1];
const avg_confidence = this.strategy_log.reduce((sum, step) => sum + step.confidence, 0) / this.strategy_log.length;
const roadmap = {
immediate_next_steps: [],
parameter_optimizations: {},
strategic_experiments: [],
scaling_strategy: []
};
if (avg_confidence < 0.7) {
roadmap.immediate_next_steps.push("Conduct strategic parameter optimization for enhanced market positioning");
roadmap.parameter_optimizations.frequency_adjustment = "+5Hz for increased strategic innovation";
}
if (last_step.confidence > 0.8) {
roadmap.immediate_next_steps.push("Execute disruptive market entry strategy");
roadmap.strategic_experiments.push("Test ultra-high frequency modes (95Hz+) for radical business model innovation");
}
roadmap.strategic_experiments = [
"A/B test different strategic approaches across market segments",
"Experiment with various business model configurations",
"Test different competitive positioning strategies",
"Explore alternative revenue model experiments"
];
// Add specific business development recommendations
roadmap.business_development_recommendations = [
"Establish strategic advisory board with industry expertise",
"Create pilot programs to validate key business model assumptions",
"Build strategic partnerships for market entry acceleration",
"Implement rapid feedback loops for strategy iteration and optimization"
];
roadmap.scaling_strategy = [
"Develop geographic expansion strategy based on market analysis",
"Create product/service line extension roadmap",
"Build strategic acquisition pipeline for competitive advantage",
"Establish international market entry strategies and partnerships"
];
return roadmap;
}
}
// Execute business strategy test
async function testBusinessStrategy() {
const strategyLab = new BusinessStrategyLab();
// Test with a complex business strategy challenge
const businessChallenge = "Create a disruptive fintech startup that democratizes investment opportunities for retail investors while competing against traditional wealth management firms";
console.log(`\n🎯 TESTING BUSINESS STRATEGY FOR: ${businessChallenge}`);
const complete_strategy = await strategyLab.developBusinessStrategy(businessChallenge);
console.log("\n" + "💼".repeat(50));
console.log("🏢 COMPLETE BUSINESS STRATEGY READY");
console.log("💼".repeat(50));
return complete_strategy;
}
export { BusinessStrategyLab, testBusinessStrategy };
// Run business strategy test if called directly
if (import.meta.url === `file://${process.argv[1]}`) {
testBusinessStrategy()
.then(result => {
console.log("\n" + "=".repeat(100));
console.log("📋 FINAL BUSINESS STRATEGY SUMMARY");
console.log("=".repeat(100));
console.log(JSON.stringify(result.complete_business_strategy, null, 2));
})
.catch(console.error);
}