Learning Path 17
Emerging Business Opportunities
AI services, infrastructure gaps, demographic shifts, and picks-and-shovels positions.
- Intermediate
- ~9h estimated
- 13 modules
- 95 topics
Why this path matters
New demand forms before it is obvious. This path is a scan of where it is forming now.
What you will understand
- What machines change — and what still needs a human.
- Where new demand is forming — before it is obvious.
Modules in this path
The New Labor Market · AI & Automation
- Jobs AI Replaces
- Jobs AI Enhances
- The AI Labor Multiplier
- AI Agents versus Automation
- AI Customer Service
- AI Sales Follow-up
- AI Appointment Setting
- AI Lead Qualification
AI in Everyday Operations · AI & Automation
- AI Content Production
- AI Ad Testing
- AI Product Research
- AI Bookkeeping
- AI Document Processing
- AI Internal Knowledge Systems
- AI Business Intelligence
- Voice Agents
AI Across Industries · AI & Automation
- AI Video Production
- AI Localization
- AI Software Prototypes
- Middle-management Changes
- Entry-level White-collar Changes
- AI and Agencies
- AI and Freelancers
- AI in Education
New Company Shapes · AI & Automation
- AI in E-commerce
- AI in Real Estate
- AI in Logistics
- AI and Legal Work
- One-person Companies
- AI Micro-businesses
- The Human Trust Premium
- Businesses Helped by AI
Moats in the AI Era · AI & Automation
- Businesses Harmed by AI
- AI Moats
- Proprietary Data
- Workflow Ownership
- Distribution Advantage in AI
- Why AI Businesses Lack Moats
- The Model Layer Commoditizes and the Application Layer Keeps the Margin
- Evaluation Sets and the Moat of Being Able to Prove Your Model Is Right
The Economics of Compute and Inference · AI & Automation
- What a Token Actually Costs and How an Inference Bill Adds Up
- Inference Cost Curves and Pricing a Feature That Gets Cheaper Every Year
- Build, Fine-tune, or Buy: the Model Decision as a Capital Decision
- Latency, Quality, and Cost: the Three-way Trade in Choosing a Model
- The Unit Economics of an AI Feature, From Prompt to Gross Margin
AI Service Opportunities · Emerging Opportunities
- AI Implementation Agencies
- AI Workflow Audits
- AI Training Services
- AI Compliance Services
- AI Data Cleaning
- AI Local Lead Generation
- Vertical SaaS
- micro-SaaS
Software and Infrastructure · Emerging Opportunities
- Digital Twins
- Robotics as a Service
- Drone Services
- Charging Infrastructure
- EV Fleet Services
- Data-center Support Services
- Senior Care Services
- The Aging Population Opportunity
Demographic Shifts · Emerging Opportunities
- Childcare Infrastructure
- Mental-health Infrastructure
- Home-service Aggregation
- Creator Economy Infrastructure
- UGC Services
- Remote-work Infrastructure
- Small-business Cybersecurity
- Privacy Services
Modern Work and Security · Emerging Opportunities
- Climate Adaptation Services
- Water Infrastructure
- Waste Management
- Repair Businesses
- Refurbishment Businesses
- The Circular Economy
- Resale Marketplaces
- Fractional Ownership Platforms
Climate and Circular Economy · Emerging Opportunities
- Luxury Asset Management
- Local Business Digitization
- B2B Automation Services
- Niche Compliance Services
- Picks-and-shovels Businesses
- Agentic AI Operations
- AI Agents as Employees
- Personal AI Clones and Licensing
Picks and Shovels · Emerging Opportunities
- Compute Arbitrage
- Community-owned Businesses
- Micro Private Equity
- Creator-led Acquisitions
- The Loneliness Economy
- The Sleep Economy
- Longevity Services
- International Business Basics