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Legacy / outdated core systems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
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