Theses, threads & shifts
A working notebook of insights worth pulling on — across users, companies, markets, operations, and macro. Some are fully formed theses; others are loose threads. All are starting points for the next interesting company or investment.
Behaviors, needs, frustrations, or unmet jobs of end users.
Specific incumbents, challengers, or businesses worth pulling on.
Sectors, categories, or segments — sizing, structure, dynamics.
How work gets done — workflows, tooling, ops, GTM mechanics.
Macro, regulatory, technological, or behavioral changes underway.
Generative AI & LLM Adoption
AI & Automation Transformation
Predictive Analytics & Machine Learning
AI & Automation Transformation
AI-Powered Customer Interactions
AI & Automation Transformation
Workflow & Process Automation
AI & Automation Transformation
Legacy System Replacement
Agency Modernization & Operations
Communication & Collaboration Tools
Agency Modernization & Operations
Agency Management Technology
Agency Modernization & Operations
Process Standardization & Adherence
Agency Modernization & Operations
Reinsurance Market Shifts
Market Dynamics Affordability & Loss Pressures
Capacity Constraints & Carrier Appetite
Market Dynamics Affordability & Loss Pressures
Inflation & Loss Cost Pressures
Market Dynamics Affordability & Loss Pressures
E&S Lines Growth
Market Dynamics Affordability & Loss Pressures
Rising Premiums & Affordability Crisis
Market Dynamics Affordability & Loss Pressures
Self-Insurance & Alternative Risk Transfer
Market Dynamics Affordability & Loss Pressures
Claims Cost Pressures & Loss Management
Market Dynamics Affordability & Loss Pressures
Commercial Lines Shift
Market Dynamics Affordability & Loss Pressures
Generational Shifts in the Workforce
Talent Workforce & Culture
Aging Workforce & Succession Crisis
Talent Workforce & Culture
Data-Driven Decision Making
Data Revolution & Analytics
Telematics & IoT Data
Data Revolution & Analytics
Data Quality & Standardization
Data Revolution & Analytics
Geospatial & Aerial Data
Data Revolution & Analytics
Shifting Customer Expectations
Customer Experience & Expectations
Personalization & Tailored Coverage
Customer Experience & Expectations
Digital Marketing & Lead Generation
Digital Distribution & Channel Shifts
Independent Agent Channel Growth
Digital Distribution & Channel Shifts
Embedded Insurance Expansion
Digital Distribution & Channel Shifts
Platform & Marketplace Models
Digital Distribution & Channel Shifts
Shifting Market Share Across Channels
Digital Distribution & Channel Shifts
Omnichannel Distribution
Digital Distribution & Channel Shifts
Flood Risk & Rising Losses
Climate Catastrophe & Insurability
Catastrophe Loss Trends
Climate Catastrophe & Insurability
Wildfire Risk & Carrier Exits
Climate Catastrophe & Insurability
Hurricane & Windstorm Exposure
Climate Catastrophe & Insurability
Carrier Exits from High-Risk States
Climate Catastrophe & Insurability
Parametric & Index-Based Insurance
Climate Catastrophe & Insurability
Niche & Specialty Market Specialization
New Business Models M&A & Industry Structure
MGA & MGU Growth
New Business Models M&A & Industry Structure
Usage-Based & On-Demand Insurance
New Business Models M&A & Industry Structure
Organic Growth vs Acquisition Strategy
New Business Models M&A & Industry Structure
State-Level Insurance Regulation
Regulatory & Legislative Landscape
Cannabis & Emerging Market Regulations
Regulatory & Legislative Landscape
Tort Reform & Litigation Environment
Regulatory & Legislative Landscape
Tax & Financial Regulation
Regulatory & Legislative Landscape
Government Programs & Fair Plans
Regulatory & Legislative Landscape
Emerging & Novel Risk Categories
Cybersecurity & Emerging Risks
Autonomous Vehicles & Mobility
Cybersecurity & Emerging Risks
Cyber Insurance Market Growth
Cybersecurity & Emerging Risks
Digital Assets & Cryptocurrency
Cybersecurity & Emerging Risks
Computer Vision and Image Analysis
AI & Automation Transformation
Prevention-First Insurance Paradigm
Market Dynamics Affordability & Loss Pressures
Litigation Harvesting and Predatory Claims Practices
Regulatory & Legislative Landscape
Revenue Diversification Beyond Traditional Premium
New Business Models M&A & Industry Structure
Bermuda and Cayman as Growing Insurance Hubs
New Business Models M&A & Industry Structure
Open Insurance and Data Portability
Data Revolution & Analytics
Comparative Rating and Multi-Carrier Platforms
Digital Distribution & Channel Shifts
Claims Experience as Strategic Differentiator
Customer Experience & Expectations
Modern Underwriting Workbench Platforms
AI & Automation Transformation
Customer Communication Compliance
Regulatory & Legislative Landscape
Property Services Marketplace Infrastructure
New Business Models M&A & Industry Structure
Value-Based Care Models in Insurance
Market Dynamics Affordability & Loss Pressures
Outcome-Based Claims Vendor Models
AI & Automation Transformation
Enhanced Subrogation Recovery Technology
AI & Automation Transformation
Advanced Fraud Detection and Prevention
AI & Automation Transformation
Workers' Compensation Market Softening
Market Dynamics Affordability & Loss Pressures
Telemedicine and Connected Care in Workers' Comp
Market Dynamics Affordability & Loss Pressures
Life Insurance Demographic and Distribution Shifts
Digital Distribution & Channel Shifts
Mental Health and Behavioral Risk in Insurance
Customer Experience & Expectations
Fertility and Women's Health Insurance
New Business Models M&A & Industry Structure
Transportation and Commercial Trucking Insurance
Cybersecurity & Emerging Risks
Dental Insurance Automation
AI & Automation Transformation
Medical Malpractice Insurance Modernization
New Business Models M&A & Industry Structure
Marine and Shipping Insurance Innovation
New Business Models M&A & Industry Structure
Event and Entertainment Insurance Innovation
New Business Models M&A & Industry Structure
Smallholder Farmer Insurance in Emerging Markets
Climate Catastrophe & Insurability
Technology Stack Complexity and Integration Burden
Agency Modernization & Operations
Decline of Traditional Insurance Marketing
Digital Distribution & Channel Shifts
Not-for-Profit Sector Insurance Growth
Market Dynamics Affordability & Loss Pressures
Agentic Commerce & AI-Powered Shopping
AI & Technology Transformation
AI Search Discovery & Answer Engines
AI & Technology Transformation
AI in Content Creation & Creative
AI & Technology Transformation
AI-Driven Personalization & Customer Experience
AI & Technology Transformation
AI in Advertising & Performance Marketing
AI & Technology Transformation
AI Impact on Workforce & Roles
AI & Technology Transformation
Automation & Robotics
AI & Technology Transformation
Emerging Tech (AR/VR Blockchain IoT)
AI & Technology Transformation
Amazon & Marketplace Dynamics
E-commerce & Digital Commerce Evolution
Rise of Ultra-Low-Cost Platforms (Temu Shein)
E-commerce & Digital Commerce Evolution
Omnichannel & Channel Strategy
E-commerce & Digital Commerce Evolution
Quick Commerce & Delivery Innovation
E-commerce & Digital Commerce Evolution
Rising CAC & Meta/Google Dependence
Marketing Acquisition & Engagement
Creative Testing & Performance Creative
Marketing Acquisition & Engagement
SEO GEO & Answer Engine Optimization
Marketing Acquisition & Engagement
Retention Loyalty & Customer Lifetime Value
Marketing Acquisition & Engagement
Attribution Measurement & Incrementality
Marketing Acquisition & Engagement
Influencer & Affiliate Marketing
Marketing Acquisition & Engagement
Personalization & CRM Strategy
Marketing Acquisition & Engagement
Retail Media Networks & CTV
Marketing Acquisition & Engagement
Gen Z & Millennial Shopping Shifts
Consumer Behavior & Shifting Demographics
Value-Conscious Consumer & Trading Down
Consumer Behavior & Shifting Demographics
Shifting Consumer Trust & Authenticity Expectations
Consumer Behavior & Shifting Demographics
Experience Economy & Experiential Spending
Consumer Behavior & Shifting Demographics
Health Wellness & Conscious Consumption
Consumer Behavior & Shifting Demographics
Convenience & Instant Gratification
Consumer Behavior & Shifting Demographics
US-China Tariffs & Trade War Escalation
Tariffs Trade & Macroeconomic Pressures
Inflation & Cost-of-Living Squeeze
Tariffs Trade & Macroeconomic Pressures
Trade & Economic Pressures (General)
Tariffs Trade & Macroeconomic Pressures
TikTok Shop & Social Shopping
Social Commerce Creators & Community
Creator Economy & Influencer-Led Brands
Social Commerce Creators & Community
Live Shopping & Livestream Commerce
Social Commerce Creators & Community
Platform Shifts (Instagram YouTube Pinterest)
Social Commerce Creators & Community
Cash Flow & Cost Management
Pricing Margins & Financial Strategy
Supply Chain Disruption & Resilience
Supply Chain Logistics & Operations
Fulfillment & Last-Mile Innovation
Supply Chain Logistics & Operations
Inventory Management & Optimization
Supply Chain Logistics & Operations
Brand Differentiation & Niche Strategy
Brand Strategy Product & Differentiation
Luxury Market Disruption & Bifurcation
Physical Retail Luxury & Store Experience
Physical Store Format Evolution
Physical Retail Luxury & Store Experience
Retail Workforce Transformation
Workforce Talent & Organizational Change
Sustainability & Circular Economy
Sustainability Health & Wellness
Health Wellness & Beauty
Sustainability Health & Wellness
Data Privacy & Regulatory Landscape
Data Privacy & Regulatory Landscape
AI fundamentally changing how retail marketing works
AI in Marketing, Advertising & Content Creation
AI-generated creative at scale (ads, copy, images)
AI in Marketing, Advertising & Content Creation
AI-powered email marketing and lifecycle campaigns
AI in Marketing, Advertising & Content Creation
AI-driven marketing measurement and attribution
AI in Marketing, Advertising & Content Creation
Content authenticity in an AI-saturated landscape
AI in Marketing, Advertising & Content Creation
AI replacing or augmenting media buying
AI in Marketing, Advertising & Content Creation
The overarching AI reshaping of the retail industry
The Broader AI Transformation of Retail
AI vendor landscape and platform decisions
The Broader AI Transformation of Retail
AI will reshape every function in retail
The Broader AI Transformation of Retail
Retail technology modernization and architecture shifts
The Broader AI Transformation of Retail
Data infrastructure as the foundation for AI success
The Broader AI Transformation of Retail
Organizations that resist AI will not survive
The Broader AI Transformation of Retail
Risks of over-reliance on AI and loss of discernment
The Broader AI Transformation of Retail
QR codes and next-gen product information delivery
The Broader AI Transformation of Retail
Evolving brand strategy in a fragmented landscape
DTC Evolution, Brand Building & Customer Loyalty
Every brand must become a DTC brand
DTC Evolution, Brand Building & Customer Loyalty
Brand storytelling and emotional connection as moat
DTC Evolution, Brand Building & Customer Loyalty
Brand authenticity and trust as competitive advantage
DTC Evolution, Brand Building & Customer Loyalty
Customer retention and lifetime value as core metric
DTC Evolution, Brand Building & Customer Loyalty
Community-driven brand building
DTC Evolution, Brand Building & Customer Loyalty
Subscription models and recurring revenue
DTC Evolution, Brand Building & Customer Loyalty
Broader shifts in how AI reshapes retail roles
Workforce Transformation: AI, Skills & Organizational Design
Workforce reskilling and upskilling for AI
Workforce Transformation: AI, Skills & Organizational Design
AI augmenting rather than replacing human workers
Workforce Transformation: AI, Skills & Organizational Design
Rising expectations for individual productivity
Workforce Transformation: AI, Skills & Organizational Design
Frontline workforce evolution and talent challenges
Workforce Transformation: AI, Skills & Organizational Design
Soft skills and human judgment as the new differentiator
Workforce Transformation: AI, Skills & Organizational Design
AI replacing analytical, coding, and assistant roles
Workforce Transformation: AI, Skills & Organizational Design
Agent-to-agent communication in commerce
Agentic Commerce & AI-Driven Shopping
Brands optimizing for AI agent recommendations
Agentic Commerce & AI-Driven Shopping
AI agents making purchases on behalf of consumers
Agentic Commerce & AI-Driven Shopping
The broader rise of agentic commerce models
Agentic Commerce & AI-Driven Shopping
Agentic commerce as a new retail channel
Agentic Commerce & AI-Driven Shopping
Consumer readiness and adoption of AI shopping
Agentic Commerce & AI-Driven Shopping
Voice commerce and smart assistant shopping
Agentic Commerce & AI-Driven Shopping
AI streamlining back-office and operational processes
AI in Supply Chain, Logistics & Inventory
AI-powered demand forecasting and inventory optimization
AI in Supply Chain, Logistics & Inventory
AI streamlining logistics and supply chain visibility
AI in Supply Chain, Logistics & Inventory
Robotics and autonomous delivery in fulfillment
AI in Supply Chain, Logistics & Inventory
Computer vision and RFID for real-time tracking
AI in Supply Chain, Logistics & Inventory
AI enabling one-to-one customer experiences at scale
AI-Driven Personalization & Customer Experience
AI chatbots and virtual concierges replacing human CS
AI-Driven Personalization & Customer Experience
Balancing automation with human touch in CX
AI-Driven Personalization & Customer Experience
AI-powered styling, curation, and recommendation engines
AI-Driven Personalization & Customer Experience
Hyper-personalization across every touchpoint
AI-Driven Personalization & Customer Experience
The continued evolution of brick-and-mortar retail
Omnichannel Convergence & the Reinvention of Physical Retail
Physical stores as experience centers, not just transaction points
Omnichannel Convergence & the Reinvention of Physical Retail
Malls reinventing as mixed-use destinations
Omnichannel Convergence & the Reinvention of Physical Retail
New store formats (pop-ups, showrooms, micro-fulfillment)
Omnichannel Convergence & the Reinvention of Physical Retail
Unified commerce replacing siloed channels
Omnichannel Convergence & the Reinvention of Physical Retail
Optimizing product content for AI tools (ChatGPT, Perplexity)
AI Search, SEO & Product Discovery
The evolving search landscape under AI pressure
AI Search, SEO & Product Discovery
Shift from SEO to Answer Engine Optimization (AEO)
AI Search, SEO & Product Discovery
AI overviews and zero-click search displacing traditional SEO
AI Search, SEO & Product Discovery
Brand visibility in AI-generated search results
AI Search, SEO & Product Discovery
Reddit and community content as AI training data
AI Search, SEO & Product Discovery
TikTok Shop and short-form video commerce
Social Commerce, Influencers & the Creator Economy
Influencer marketing evolution (macro, micro, UGC)
Social Commerce, Influencers & the Creator Economy
Live shopping and livestream commerce
Social Commerce, Influencers & the Creator Economy
Affiliate marketing and creator monetization
Social Commerce, Influencers & the Creator Economy
Social platforms becoming storefronts
Social Commerce, Influencers & the Creator Economy
Performance marketing under pressure to evolve
Retail Media Networks & the Marketing Playbook Shift
Attribution and incrementality challenges
Retail Media Networks & the Marketing Playbook Shift
Retail media networks becoming a major ad channel
Retail Media Networks & the Marketing Playbook Shift
Marketing budget reallocation across new channels
Retail Media Networks & the Marketing Playbook Shift
Broader supply chain adaptation and resilience
Supply Chain Disruption, Tariffs & Global Trade
Tariffs reshaping sourcing and pricing strategies
Supply Chain Disruption, Tariffs & Global Trade
Cross-border commerce and regulatory shifts
Supply Chain Disruption, Tariffs & Global Trade
Shifting consumer expectations and buying patterns
Consumer Behavior & Demographic Shifts
Rising consumer expectations for speed, convenience, and experience
Consumer Behavior & Demographic Shifts
Gen Z and Gen Alpha redefining shopping expectations
Consumer Behavior & Demographic Shifts
Pricing strategy under economic and competitive pressure
Pricing, Promotions & Margin Strategy
Dynamic pricing and AI-driven price optimization
Pricing, Promotions & Margin Strategy
Health and wellness as a cross-category mega-trend
Grocery, Health, Wellness & Emerging Categories
Grocery and food retail transformation
Grocery, Health, Wellness & Emerging Categories
Beauty, skincare, and personal care innovation
Grocery, Health, Wellness & Emerging Categories
GLP-1 drugs reshaping food, fitness, and consumer behavior
Grocery, Health, Wellness & Emerging Categories
Growing sustainability imperative across retail
Sustainability, Resale & Conscious Commerce
Resale, recommerce, and circular economy growth
Sustainability, Resale & Conscious Commerce
Economic uncertainty driving conservative strategies
Industry Consolidation, Economic Uncertainty & Competitive Dynamics
Structural shifts in the competitive landscape
Industry Consolidation, Economic Uncertainty & Competitive Dynamics
Amazon's continued dominance and strategy shifts
Industry Consolidation, Economic Uncertainty & Competitive Dynamics
Walmart and Target as marketplace challengers
Industry Consolidation, Economic Uncertainty & Competitive Dynamics