GURU MBA – Leadership Transformation Curriculum:
EXECUTIVE SUMMARY
This GURU MBA Leadership Transformation Program positions the 35 AI Agents as the primary learning vehicles, with the 25 Essential Soft Skills developed through hands-on work with each agent. Students master business capabilities by working directly with AI agents while simultaneously developing the human leadership skills needed to maximize their effectiveness.
Learning Philosophy: Students don’t just learn ABOUT AI agents – they learn BY USING AI agents to solve real business problems while developing essential human capabilities.
Total Duration: 400-500 hours across 4 phases
Program Structure: Agent-driven learning with integrated soft skills development
Delivery Method: Virtual self-consulting with guided skill development
GURU MBA – Leadership Transformation Curriculum:
From Agent Readiness to High-Impact Execution
PHASE 0: PREREQUISITES & AGENT READINESS
PHASE 1: CORE FOUNDATION – AGENT MASTERY WITH SKILLS DEVELOPMENT
PHASE 2: ADVANCED APPLICATIONS & SPECIALIZATION
PHASE 3: CAPSTONE & REAL-WORLD APPLICATION
PHASE 0: PREREQUISITES & AGENT READINESS
Duration: 4-6 weeks, 40-60 hours
Module 1: Business Mathematics & Statistics Bootcamp (12-15 hours)
Preparatory AI Tools: Statistical Analysis Engine, Financial Calculator, Data Visualization Builder
Foundation Skills Developed:
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VI. Data-Driven Storytelling – Transform calculations into business narratives
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XIII. Resilient Decision-Making – Make confident decisions with quantitative support
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III. Adaptive Problem-Solving – Use mathematical models for flexible business solutions
Module 2: Critical Thinking & Analytics Foundation (8-12 hours)
Foundation Skills Developed:
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XVII. Risk-Intelligent Thinking – Use analytical frameworks for risk assessment
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XIX. Systems Thinking – Understand interconnections through structured analysis
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III. Adaptive Problem-Solving – Apply systematic problem-solving methodologies
Module 3: Professional Communication Skills (6-8 hours)
Foundation Skills Developed:
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II. Strategic Technology Communication – Translate complex concepts clearly
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XX. Digital Communication Mastery – Excel across digital platforms
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XV. Influence Without Authority – Build persuasive communication capabilities
Module 4: Industry Analysis Fundamentals (6-10 hours)
Foundation Skills Developed:
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XII. Anticipatory Intelligence – Identify trends through systematic analysis
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XXIII. Market Sensitivity – Develop market awareness and competitive intelligence
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X. Global Digital Mindset – Understand international business context
PHASE 1: CORE FOUNDATION - AGENT MASTERY WITH SKILLS DEVELOPMENT
Duration: 16 weeks, 200 hours (12-13 hours per week)
* Once a deliverable is finalized, it should be integrated into the Knowledge Base to reinforce the training loop and enhance the next generation of agents’ intelligence and output.
Week 1: Strategic Leadership Foundation
AI BIZ GURU Agent: STRATEGY
Hours: 12 (1 agent work + 3 skills development)
Agent Learning Objectives:
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Master SWOT analysis, Porter’s Five Forces, and competitive positioning
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Develop vision/mission statements and strategic frameworks
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Create resource alignment and strategic priority systems
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Build strategic decision-making capabilities
Skills Developed Through Agent Use:
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XII. Anticipatory Intelligence – Use environmental scanning features for strategic foresight
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XXV. Future-Ready Mindset – Build adaptive strategic frameworks for uncertain futures
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XIII. Resilient Decision-Making – Make confident strategic choices with incomplete information
Deliverables:
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Strategic Framework with Future Scenarios
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Environmental Scanning Dashboard
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Strategic Decision-Making Model
Week 2: Business Architecture & Value Creation
AI BIZ GURU Agent: BUSINESS PLAN GENERATOR
Hours: 12 (1 agent work + 3 skills development)
Agent Learning Objectives:
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Create compelling executive summaries and business models
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Master market analysis and competitor assessment
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Design persuasive investment narratives and financial projections
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Build comprehensive operational plans
Skills Developed Through Agent Use:
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XXI. Value Creation Focus – Identify genuine value opportunities using agent’s analysis
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XI. Stakeholder Orchestration – Align diverse groups using agent’s stakeholder mapping
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II. Strategic Technology Communication – Translate complex business models clearly
Deliverables:
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Complete Business Plan
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Value Creation Strategy
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Stakeholder Alignment Framework
Week 3: Risk Intelligence & Security Leadership
AI BIZ GURU Agents: RISK DETECTION – CYBERSECURITY ASSESSMENT
Hours: 12 (2 agent work + 3 skills development)
Agent Learning Objectives:
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RISK DETECTION: Identify vulnerabilities, assess probabilities, develop mitigation strategies
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CYBERSECURITY ASSESSMENT: Evaluate security posture, design compliance frameworks
Skills Developed Through Agent Use:
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IV. Ethical AI Leadership – Use agents to build responsible technology governance
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XVII. Risk-Intelligent Thinking – Apply agent analysis for sophisticated risk evaluation
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VII. Agile Leadership – Use risk insights for flexible leadership approaches
Deliverables:
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Risk Intelligence Report
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Cybersecurity Strategy
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Ethical AI Governance Charter
Week 4: Innovation Leadership & IP Strategy
AI BIZ GURU Agents: INNOVATION – R&D STRATEGY – PATENT & IP PORTFOLIO
Hours: 12 (3 agent work + 3 skills development)
Agent Learning Objectives:
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Build innovation pipelines, prioritize R&D investments
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Develop IP strategies, conduct patent valuations
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Create protection frameworks and innovation culture
Skills Developed Through Agent Use:
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IX. Innovation Catalyst – Use agents to foster organizational innovation culture
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III. Adaptive Problem-Solving – Apply agent methodologies for creative problem-solving
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XVI. Continuous Learning Mindset – Use agent insights to build learning systems
Deliverables:
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Innovation Strategy Roadmap
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IP Portfolio Optimization Plan
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Innovation Culture Development Program
Week 5: Financial Intelligence & Storytelling
AI BIZ GURU Agents: FINANCIAL HEALTH & OPPORTUNITIES – FINANCIAL PROJECTIONS
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Analyze financial statements, identify improvement opportunities
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Create multi-year forecasts, model scenarios, build revenue projections
Skills Developed Through Agent Use:
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VI. Data-Driven Storytelling – Transform agents’ financial analysis into compelling narratives
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XIII. Resilient Decision-Making – Use agent’s scenario modeling for confident financial decisions
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XIX. Systems Thinking – Understand financial interconnections through agent analysis
Deliverables:
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Financial Health Dashboard
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Financial Storytelling Framework
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Scenario-Based Financial Strategy
Week 6: Operations Excellence & Workflow Mastery
AI BIZ GURU Agents: OPERATIONS SCORING – WORKFLOW OPTIMIZATION
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Assess operational performance, identify efficiency gaps
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Eliminate bottlenecks, implement process improvements, design automation
Skills Developed Through Agent Use:
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XIX. Systems Thinking – Use agents to understand operational interconnections
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VIII. Cross-Functional Integration – Apply agent insights across diverse operational areas
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XXIV. Execution Excellence – Transform agent recommendations into operational results
Deliverables:
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Operations Excellence Assessment
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Workflow Optimization Strategy
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Cross-Functional Integration Plan
Week 7: People Leadership & Productivity Enhancement
AI BIZ GURU Agents: EMPLOYEE PRODUCTIVITY – PROJECT MANAGEMENT
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Optimize team performance, develop engagement strategies
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Plan projects, allocate resources, manage timelines, coordinate stakeholders
Skills Developed Through Agent Use:
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I. AI-Human Collaboration – Use agents to enhance human-AI productivity workflows
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XXII. Collaborative Intelligence – Apply agent insights to build high-performing teams
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XI. Stakeholder Orchestration – Use PROJECT MANAGEMENT agent for complex relationship management
Deliverables:
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Productivity Enhancement Strategy
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Project Excellence Framework
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AI-Human Collaboration Model
Week 8: Performance Intelligence & Customer Excellence
AI BIZ GURU Agents: KPIs PYRAMID – CUSTOMER EXPERIENCE
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Design measurement frameworks, create performance dashboards
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Map customer journeys, optimize touchpoints, enhance satisfaction
Skills Developed Through Agent Use:
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VI. Data-Driven Storytelling – Use KPIs agent to create metrics that drive decisions
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V. Digital Empathy – Apply CUSTOMER EXPERIENCE agent for human-centered design
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XXI. Value Creation Focus – Use both agents to focus on customer value creation
Deliverables:
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Performance Intelligence Dashboard
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Customer Experience Excellence Strategy
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Value-Driven Performance Model
Week 9: Market Intelligence & Competitive Strategy
AI BIZ GURU Agents: MARKET BENCHMARKING – DIGITAL MARKETING
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Analyze competitive landscape, benchmark performance
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Create digital strategies, optimize campaigns, measure digital performance
Skills Developed Through Agent Use:
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XXIII. Market Sensitivity – Use MARKET BENCHMARKING agent for sophisticated market understanding
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XX. Digital Communication Mastery – Apply DIGITAL MARKETING agent for multi-platform excellence
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X. Global Digital Mindset – Use both agents for international digital strategy
Deliverables:
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Market Intelligence Strategy
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Digital Marketing Excellence Framework
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Global Digital Positioning Strategy
Week 10: Sales Excellence & Customer Growth
AI BIZ GURU Agents: SALES CONVERSION – CUSTOMER RETENTION
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Optimize sales funnels, enhance conversion rates
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Model lifetime value, predict churn, create loyalty strategies
Skills Developed Through Agent Use:
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XV. Influence Without Authority – Use sales agents for persuasion and relationship-building
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XXI. Value Creation Focus – Apply both agents for customer value and retention focus
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XXIII. Market Sensitivity – Use agents’ insights for market-driven sales approaches
Deliverables:
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Sales Excellence Strategy
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Customer Retention Framework
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Integrated Customer Growth Plan
Week 11: Valuation & Investment Intelligence
AI BIZ GURU Agents: VALUATION – FUNDING READINESS
Hours: 12 (2 agent work + 3 skills development)
Agent Learning Objectives:
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Master business valuation methodologies (DCF, comparable, asset-based)
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Prepare for funding rounds, due diligence, investor relations
Skills Developed Through Agent Use:
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VI. Data-Driven Storytelling – Create compelling valuation narratives
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XV. Influence Without Authority – Build investor confidence through preparation
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XII. Anticipatory Intelligence – Use valuation insights for strategic planning
Deliverables:
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Comprehensive Business Valuation
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Funding Strategy & Readiness Plan
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Investor Communication Framework
Week 12: Cash Flow & M&A Intelligence
AI BIZ GURU Agents: CASH FLOW OPTIMIZATION – M&A–DUE DILIGENCE
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Optimize working capital, cash conversion cycles
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Conduct comprehensive due diligence, evaluate M&A opportunities
Skills Developed Through Agent Use:
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XVII. Risk-Intelligent Thinking – Use M&A agent for sophisticated risk assessment
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XIX. Systems Thinking – Understand cash flow interconnections across business units
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XIII. Resilient Decision-Making – Make confident M&A decisions with comprehensive analysis
Deliverables:
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Cash Flow Optimization Strategy
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M&A Evaluation Framework
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Due Diligence Checklist & Process
Week 13: Compliance & Legal Excellence
AI BIZ GURU Agents: REGULATORY COMPLIANCE – LEGAL AUDIT
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Navigate regulatory requirements, build compliance frameworks
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Conduct legal risk assessments, contract analysis
Skills Developed Through Agent Use:
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IV. Ethical AI Leadership – Build responsible compliance frameworks
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XVII. Risk-Intelligent Thinking – Apply legal insights for risk management
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XVIII. Cultural Change Leadership – Lead compliance culture transformation
Deliverables:
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Regulatory Compliance Strategy
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Legal Risk Assessment
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Ethics & Compliance Culture Plan
Week 14: Revenue & Fraud Intelligence
AI BIZ GURU Agents: REVENUE FORECASTING – FRAUD AUDIT
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Build sophisticated revenue models, predict market changes
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Detect fraud patterns, implement prevention systems
Skills Developed Through Agent Use:
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XII. Anticipatory Intelligence – Use revenue forecasting for strategic planning
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XVII. Risk-Intelligent Thinking – Apply fraud detection for comprehensive risk management
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VI. Data-Driven Storytelling – Transform revenue insights into actionable strategies
Deliverables:
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Advanced Revenue Forecasting Model
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Fraud Detection & Prevention System
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Revenue Intelligence Dashboard
Week 15: Manufacturing & Supply Chain Excellence
AI BIZ GURU Agents: MANUFACTURING OPTIMIZATION – SUPPLY CHAIN OPTIMIZATION
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Optimize production processes, reduce waste, improve quality
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Design resilient supply chains, manage vendor relationships
Skills Developed Through Agent Use:
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XIX. Systems Thinking – Understand complex manufacturing and supply interconnections
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VIII. Cross-Functional Integration – Coordinate across manufacturing and supply functions
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XXIV. Execution Excellence – Transform optimization insights into operational results
Deliverables:
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Manufacturing Excellence Strategy
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Supply Chain Resilience Plan
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Integrated Operations Optimization
Week 16: Cost & Tax Optimization
AI BIZ GURU Agents: COST OPTIMIZATION – TAX STRATEGY OPTIMIZATION
Hours: 12 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Identify cost reduction opportunities, implement efficiency measures
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Develop tax-efficient structures, optimize tax positions
Skills Developed Through Agent Use:
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XIX. Systems Thinking – Understand cost and tax interconnections across business
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XIII. Resilient Decision-Making – Make confident optimization decisions
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XXI. Value Creation Focus – Use optimization for value creation rather than just cost cutting
Deliverables:
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Comprehensive Cost Optimization Strategy
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Tax Efficiency Implementation Plan
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Value-Based Optimization Framework
PHASE 2: ADVANCED APPLICATIONS & SPECIALIZATION
Duration: 12 weeks, 144 hours (12 hours per week)
Week 17-18: Advanced Contract & Quality Management
AI BIZ GURU Agents: CONTRACTS GENERATION – QUALITY ASSURANCE
Hours: 24 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Design and negotiate complex contracts, manage legal relationships
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Implement quality systems, continuous improvement processes
Skills Developed Through Agent Use:
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XI. Stakeholder Orchestration – Use contract insights for relationship management
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XXIV. Execution Excellence – Apply quality frameworks for operational excellence
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IV. Ethical AI Leadership – Build ethical contract and quality frameworks
Week 19-20: Inventory & Process Excellence
AI BIZ GURU Agents: INVENTORY MANAGEMENT – PROCESS & POLICY OPTIMIZATION
Hours: 24 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Optimize inventory levels, implement just-in-time systems
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Design efficient processes, create effective policies
Skills Developed Through Agent Use:
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XIX. Systems Thinking – Understand inventory and process interconnections
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VIII. Cross-Functional Integration – Coordinate processes across functions
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XVI. Continuous Learning Mindset – Use process insights for organizational learning
Week 21-22: Advanced Negotiation & Innovation Integration
AI BIZ GURU Agents: NEGOTIATION + Innovation-R&D Strategy
Hours: 24 (2 agents work + 3 skills development)
Agent Learning Objectives:
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Master complex negotiation strategies, multi-party negotiations
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Integrate innovation insights across all previous agent work
Skills Developed Through Agent Use:
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XV. Influence Without Authority – Apply advanced negotiation for leadership
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IX. Innovation Catalyst – Use negotiation skills to drive innovation adoption
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XXII. Collaborative Intelligence – Build win-win solutions through negotiation
Week 23-26: Integration & Mastery Projects
AI BIZ GURU Agent: STRATEGY
Hours: 48 (35 Agents Reports + 3 skills mastery)
Integration Learning Objectives:
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Combine insights from all 35 agents for comprehensive business solutions
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Combine insights from all 35 agents for comprehensive business solutions
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Develop advanced skills and integration capabilities
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Create sophisticated business strategies using an agent ensemble
Skills Mastery Focus:
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XXV. Future-Ready Mindset – Prepare for unknown challenges using agent insights
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XVIII. Cultural Change Leadership – Lead transformation using agent-driven insights
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XIV. Technology Integration Strategy – Seamlessly integrate all agent capabilities
Deliverables:
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Comprehensive Business Transformation Strategy
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Agent Integration Playbook
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Skills Mastery Portfolio
Week 27-28: Workflow Optimization & Digital Strategy
AI BIZ GURU Agent: WORKFLOW OPTIMIZATION
Hours: 24 (35 Agents Reports + 3 skills development)
Focus Areas:
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Apply all agent insights for global market strategies
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Master digital communication across all agent outputs
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Develop cultural sensitivity in the potential custom-made agents’ application
Skills Developed:
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X. Global Digital Mindset – Apply agent insights internationally
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XX. Digital Communication Mastery – Communicate agent insights effectively
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V. Digital Empathy – Apply a human-centered approach to agent insights
PHASE 3: CAPSTONE & REAL-WORLD APPLICATION
Duration: 8 weeks, 96 hours (12 hours per week)
Weeks 29-36: Capstone Project Development
Hours: 48 (15+ Agents + 25 skills application)
Project Requirements:
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Select a real business challenge requiring multiple agent solutions
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Apply a minimum of 15 different agents in an integrated fashion
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Demonstrate mastery of all 25 soft skills
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Create an implementation-ready business solution
Weeks 37-44: Implementation & Results Analysis
Hours: 48 (36 Agents + 25 Skills + Knowledge Base Files)
Implementation Focus:
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Execute the capstone project recommendations
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Measure results and optimize based on outcomes
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Document lessons learned and best practices
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Prepare for ongoing agent-driven business improvement
PROGRAM OUTCOMES & ASSESSMENT
Learning Outcomes
Upon completion, graduates will:
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Master all 35 AI BIZ GURU agents for comprehensive business intelligence
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Demonstrate expert-level proficiency in all 25 essential soft skills
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Lead AI-human collaboration initiatives in any business context
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Drive digital transformation with human-centered leadership
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Create innovative solutions by combining AI capabilities with human insight
Assessment Methods
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Agent Mastery Projects: Demonstrate proficiency with each agent
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Skills Integration Assignments: Show development of soft skills through agent work
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Peer Collaboration Reviews: Evaluate collaborative intelligence development
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Capstone Project Evaluation: Comprehensive assessment of integrated capabilities
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Continuous Improvement Portfolio: Document learning journey and growth
Certification Requirements
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Complete all agent mastery projects with 85% proficiency
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Demonstrate measurable growth in all 25 soft skills
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Successfully execute capstone project with real business impact
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Pass comprehensive integration assessment
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Commit to ongoing learning and agent capability development
TOTAL PROGRAM SUMMARY
Phase 0: 40-60 hours (Prerequisites & Agent Readiness)
Phase 1: 200 hours (Core Foundation – 16 weeks)
Phase 2: 144 hours (Advanced Applications – 12 weeks)
Phase 3: 96 hours (Capstone & Real-World Application – 8 weeks)
Total Program Duration: 480-500 hours
Total Weeks: 36-38 weeks
Agents Covered: All 35 AI BIZ GURU agents
Skills Developed: All 25 essential soft skills
Learning Method: Agent-driven with integrated skills development
This comprehensive framework ensures that every graduate becomes an expert in both AI-powered business intelligence and the human leadership skills needed to maximize their effectiveness in the modern business environment.
