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.
Inefficient certificate of insurance (COI) management
Agency Operational Burden
Rising premiums squeezing consumers and businesses
Affordability & Access Crisis
Protection gap -- too many uninsured or underinsured
Affordability & Access Crisis
Small businesses & nonprofits priced out or unable to access coverage
Affordability & Access Crisis
Reconstruction & rebuilding cost inflation
Climate Catastrophe & Insurability Crisis
Carriers receiving inconsistent loss runs & application data
Data Quality Access & Trust
Underwriters spending too much time on data gathering
Data Quality Access & Trust
Underwriting based on infrequent / poor risk inspections
Pricing Risk Measurement & Underwriting Constraints
Carriers shortening renewal decision windows
Pricing Risk Measurement & Underwriting Constraints
Comparative rater tool limitations
Technology & Digital Transformation
Real estate & mortgage integration friction
Distribution & Channels
Carrier-agent appointment process friction
Distribution & Channels
Friction with disparate agency software (AMS/BMS limitations)
Agency Operational Burden
Tech stack fragmentation & poor integration
Agency Operational Burden
Manual finance accounting & reconciliation
Agency Operational Burden
Legacy / outdated core systems
Agency Operational Burden
Quoting / submission processes are slow and fragmented
Agency Operational Burden
Agents drowning in manual low-value work
Agency Operational Burden
Inefficient call/email handling & response times
Agency Operational Burden
Agencies struggle to scale past revenue plateaus
Agency Operational Burden
Small agencies struggling to compete with larger competitors
Agency Operational Burden
Retention & turnover
Talent Crisis & Aging Workforce
Industry struggling to attract young / next-gen talent
Talent Crisis & Aging Workforce
Succession planning & ownership transition
Talent Crisis & Aging Workforce
Life insurance demand & consumer awareness gaps
Affordability & Access Crisis
Increasing frequency & severity of natural disasters
Climate Catastrophe & Insurability Crisis
Homes & properties becoming uninsurable
Climate Catastrophe & Insurability Crisis
State-by-state regulatory complexity & compliance burden
Regulatory Dysfunction & Government Intervention
Government intervention tax policy & 831(b) abuse
Regulatory Dysfunction & Government Intervention
Cross-border / multi-jurisdiction operations
Regulatory Dysfunction & Government Intervention
Producer compensation models are misaligned
Distribution & Channel Dysfunction
Agents struggle to acquire & nurture leads
Distribution & Channel Dysfunction
Brokers competing on price rather than value
Distribution & Channel Dysfunction
Surplus lines / non-admitted misunderstood by retail
Distribution & Channel Dysfunction
Negative public perception of the insurance industry
Customer Experience & Trust Deficit
Lack of transparency & disclosure with customers
Customer Experience & Trust Deficit
Slow / poor communication & response times to clients
Customer Experience & Trust Deficit
One-size-fits-all products that don't fit individual needs
Customer Experience & Trust Deficit
Customers can't easily reach their agents
Customer Experience & Trust Deficit
Claims process is slow adversarial & inefficient
Litigation Fraud & Claims Inflation
Nuclear verdicts & social inflation driving up losses
Litigation Fraud & Claims Inflation
Insurance fraud
Litigation Fraud & Claims Inflation
Hard market & shrinking capacity for risks
Hard Market Capacity & Reinsurance Strain
Difficulty placing risk / writing business with carriers
Hard Market Capacity & Reinsurance Strain
Reinsurance pressure & difficulty obtaining fronted paper
Hard Market Capacity & Reinsurance Strain
Inadequate rates & loss-making lines
Hard Market Capacity & Reinsurance Strain
Poor data quality & inaccuracy across the chain
Data Quality Access & Trust
Data sharing & interoperability barriers
Data Quality Access & Trust
Insufficient analytics & actionable insight from data
Data Quality Access & Trust
Data privacy security & breach risk
Data Quality Access & Trust
Unstructured data & document handling burden
Data Quality Access & Trust
Data silos across carriers agencies & vendors
Data Quality Access & Trust
Cyber risk outpacing cyber insurance market
Product Gaps & Emerging Risks
Bitcoin crypto & digital asset coverage gaps
Product Gaps & Emerging Risks
AI itself as an insurable / liability risk
Product Gaps & Emerging Risks
Autonomous vehicles & mobility transition
Product Gaps & Emerging Risks
Marine aviation & specialty emerging risks
Product Gaps & Emerging Risks
Products don't fit modern on-demand or gig economy risks
Product Gaps & Emerging Risks
Property products lagging emerging hazards
Product Gaps & Emerging Risks
Insurtech and new-entrant struggle to build trust & traction
Industry Consolidation & Independent Agency Pressure
Pressure on agency margins & profitability
Industry Consolidation & Independent Agency Pressure
Vendor-pitch overload diluting event value
Industry Events Conferences & Knowledge Sharing
Inadequate or outdated pricing models
Pricing Risk Measurement & Underwriting Constraints
Parametric & alternative insurance adoption barriers
Product Innovation
Post-bind inspection friction & non-renewals
Underwriting & Risk Assessment
Roof age & property condition underwriting disputes
Underwriting & Risk Assessment
Offshore & virtual assistant workforce management
Talent & Workforce
IoT device adoption failure in insurance
Technology & Digital Transformation
Property data & valuation accuracy gaps
Data & Analytics
Customer onboarding & enrollment friction
Customer Experience
Wholesaler & MGA service gaps for SME accounts
Distribution & Channels
Vacation rental & short-term rental coverage gaps
Coverage & Product Gaps
Construction-specific insurance complexity
Coverage & Product Gaps
E&S / specialty market workflow inefficiencies
Market Operations
Professional liability & E&O risk from AI use
Regulatory & Compliance
Carrier appetite tracking & communication gaps
Distribution & Channels
Loss control & risk management service scalability
Claims & Loss Management
Customer self-service portal limitations
Customer Experience
Business interruption & non-damage coverage gaps
Coverage & Product Gaps
Risk concentration & exposure aggregation management
Underwriting & Risk Assessment
Workers compensation medical management dysfunction
Claims & Loss Management
Referral partner relationship management
Distribution & Channels
Social media & digital marketing for agencies
Distribution & Channels
Stop-loss & medical cost management in benefits
Coverage & Product Gaps
Customer digital identity verification gaps
Technology & Digital Transformation
Construction defect & long-tail claims exposure
Claims & Loss Management
Policy comparison & shopping tool inadequacy
Customer Experience
Agency network & cluster operational challenges
Distribution & Channels
Insured non-cooperation in claims investigations
Claims & Loss Management
Data residency & sovereignty requirements
Regulatory & Compliance
Accessibility & assistive technology gaps in insurance software
Technology & Digital Transformation
Limited active buyer pool for insurance
Market Dynamics
Broad AI readiness & implementation gaps across retail operations
AI Adoption Implementation & Trust
AI-generated content quality & brand voice consistency
AI Adoption Implementation & Trust
Brands struggling to show up in AI search results
AI Adoption Implementation & Trust
Keeping up with rapidly changing AI tools
AI Adoption Implementation & Trust
Data privacy & security concerns with AI
AI Adoption Implementation & Trust
Risk of brand dilution on agentic shopping channels
AI Adoption Implementation & Trust
Marketing effectiveness erosion & channel fragmentation
Digital Marketing Content & Creative Strategy
Influencer marketing challenges & ROI uncertainty
Digital Marketing Content & Creative Strategy
Balancing brand building with performance marketing
Digital Marketing Content & Creative Strategy
Ineffective email & SMS marketing strategies
Digital Marketing Content & Creative Strategy
Keeping up with new marketing channels & technologies
Digital Marketing Content & Creative Strategy
Social commerce & live shopping challenges
Digital Marketing Content & Creative Strategy
Content creation bottlenecks & volume demands
Digital Marketing Content & Creative Strategy
Affiliate marketing underutilization
Digital Marketing Content & Creative Strategy
Agency relationships & marketing talent gaps
Digital Marketing Content & Creative Strategy
Video production costs & challenges
Digital Marketing Content & Creative Strategy
Operational complexity & cost pressures across the supply chain
Supply Chain Inventory & Logistics
Sourcing challenges & supplier dependence
Supply Chain Inventory & Logistics
Complex order fulfillment & multi-vendor operations
Supply Chain Inventory & Logistics
Inventory management & demand forecasting failures
Supply Chain Inventory & Logistics
Stockouts overstock & dead inventory
Supply Chain Inventory & Logistics
Rising shipping & delivery costs
Supply Chain Inventory & Logistics
Reverse logistics & product returns processing
Supply Chain Inventory & Logistics
Store associate training knowledge & performance
Physical Retail Store Operations & Omnichannel
Finding & selecting the right retail locations
Physical Retail Store Operations & Omnichannel
Omnichannel integration & unified commerce gaps
Physical Retail Store Operations & Omnichannel
Declining store traffic & mall footfall
Physical Retail Store Operations & Omnichannel
Balancing store expansion with profitability
Physical Retail Store Operations & Omnichannel
De minimis policy changes impacting cross-border trade
Tariffs Trade & Macroeconomic Headwinds
Weakening demand in specific categories & regions
Tariffs Trade & Macroeconomic Headwinds
Paid media inefficiency & rising cost-per-acquisition
Rising Customer Acquisition Costs & Ad Platform Challenges
Declining ROAS & difficulty proving ad ROI
Rising Customer Acquisition Costs & Ad Platform Challenges
Attribution challenges & measurement fragmentation
Rising Customer Acquisition Costs & Ad Platform Challenges
Creative fatigue & ad creative limits
Rising Customer Acquisition Costs & Ad Platform Challenges
Rising competition for consumer attention
Rising Customer Acquisition Costs & Ad Platform Challenges
Platform algorithm changes disrupting performance
Rising Customer Acquisition Costs & Ad Platform Challenges
Declining sales & stagnant growth
Scaling Growth & Financial Management
Capital access & fundraising challenges
Scaling Growth & Financial Management
SaaS & technology cost bloat
Scaling Growth & Financial Management
International expansion complexity
Scaling Growth & Financial Management
Hiring & retaining skilled talent
Workforce Talent & Organizational Challenges
Staffing shortages & labor cost pressures
Workforce Talent & Organizational Challenges
Organizational silos & poor internal alignment
Workforce Talent & Organizational Challenges
Product page content & information gaps
E-Commerce Conversion UX & Website Experience
On-site search & product discovery challenges
E-Commerce Conversion UX & Website Experience
Landing page design & performance issues
E-Commerce Conversion UX & Website Experience
Cart abandonment & checkout friction
E-Commerce Conversion UX & Website Experience
Shopify & e-commerce platform limitations
E-Commerce Conversion UX & Website Experience
Conversion rate optimization & A/B testing challenges
E-Commerce Conversion UX & Website Experience
Poor mobile optimization & mobile UX
E-Commerce Conversion UX & Website Experience
Competing with Amazon, Temu, Shein & mega-platforms
Brand Differentiation & Competitive Pressure
Maintaining brand identity & voice across channels
Brand Differentiation & Competitive Pressure
Private label & retailer own-brand competition
Brand Differentiation & Competitive Pressure
Analytics infrastructure gaps & decision-making blind spots
Data Analytics & Measurement Challenges
Forecasting inaccuracy & planning disconnects
Data Analytics & Measurement Challenges
Difficulty extracting actionable insights from data
Data Analytics & Measurement Challenges
Tracking & measurement challenges post-iOS 14
Data Analytics & Measurement Challenges
Poor data quality undermining decisions
Data Analytics & Measurement Challenges
Siloed data across teams & systems
Data Analytics & Measurement Challenges
Consumer demand for instant convenience & support
Consumer Behavior Trust & Shifting Expectations
Customer loyalty eroding across categories
Consumer Behavior Trust & Shifting Expectations
Shifting consumer values & wellness expectations
Consumer Behavior Trust & Shifting Expectations
Customers researching more & trusting less
Consumer Behavior Trust & Shifting Expectations
Privacy concerns & fear-based marketing backlash
Consumer Behavior Trust & Shifting Expectations
BNPL adoption challenges & payment friction
Pricing Promotions & Margin Pressure
Thin profit margins in e-commerce & retail
Pricing Promotions & Margin Pressure
Retail shrink theft & organized retail crime
Returns Fraud & Loss Prevention
High cost of free returns eroding margins
Returns Fraud & Loss Prevention
Counterfeit products & dupe culture
Returns Fraud & Loss Prevention
E-commerce return fraud & chargebacks
Returns Fraud & Loss Prevention
Product assortment & range optimization
Product Strategy Merchandising & Category Challenges
Product lifecycle complexity & go-to-market challenges
Product Strategy Merchandising & Category Challenges
New product development & market fit challenges
Product Strategy Merchandising & Category Challenges
Trend chasing & seasonal planning complexity
Product Strategy Merchandising & Category Challenges
Sustainable packaging & waste reduction challenges
Sustainability Ethics & Social Responsibility
Ethical sourcing & fair trade complexity
Sustainability Ethics & Social Responsibility
Greenwashing accusations & consumer skepticism
Sustainability Ethics & Social Responsibility
Health safety & labeling compliance burdens
Regulation Compliance & Platform Dependency
Regulatory burden tax complexity & compliance overhead
Regulation Compliance & Platform Dependency
IP protection & trademark enforcement
Regulation Compliance & Platform Dependency
Platform dependency & algorithm risk
Regulation Compliance & Platform Dependency
Data privacy regulations constraining marketing
Regulation Compliance & Platform Dependency
Predicting ROI of new marketing initiatives & events
Forecasting & Financial Planning
Proactive revenue gap identification & response
Forecasting & Financial Planning
Incrementality testing cost & accessibility barriers
Marketing Measurement & Attribution
Operationalizing incrementality testing results
Marketing Measurement & Attribution
Overspending past diminishing returns on paid media
Marketing Efficiency
Resource inflexibility & reallocation friction
Organizational Alignment
Domestic manufacturing viability challenges
Supply Chain & Operations
Premium product value communication challenges
Brand & Marketing