01
UNDERSTAND RISK
Detect new risk categories, changing behaviour and connected exposure sooner.
Industries · Insurance & Risk
Risk is moving faster than the models.
As products, infrastructure and behaviour change, exposure changes too. The keynote connects underwriting, claims, prevention and distribution to the emerging risk landscape.
Begin with your audience
A conversation for insurance & risk.
Insurers, reinsurers, brokers, risk managers and insurance associations.
As products, infrastructure and behaviour change, exposure changes too. The keynote connects underwriting, claims, prevention and distribution to the emerging risk landscape. The final emphasis depends on who is attending, what they already understand, and the strategic choices your event is intended to support.
The research lens
Connect the forces that change the decisions.
- Continuous underwriting and prevention
- AI in claims and fraud
- New exposure and changing products
- Distribution, talent and trust
These themes provide a direction for research, rather than a fixed set of slides. A leadership session can examine assumptions and investment priorities in depth. An industry conference can build a shared view of the changes affecting its members. A customer event can explore the future of the markets your customers serve.
From the industry brief
A possible keynote storyline.
The sample guide develops five connected movements. The emphasis and examples are refined around the actual audience and event objectives.
- 01
Why risk now moves faster than historical models
- 02
AI across underwriting, claims, fraud and customer experience
- 03
From predict and price to prevent, personalize and partner
- 04
Distribution, actuarial talent and the evolving human role
- 05
Think Big. Start Small. Scale Fast: action with strong guardrails
Illustrative industry brief · 18 pages
See the proposed thinking.
The complete guide develops the client challenge, relevant forces of change, keynote direction and industry experience. It is an illustrative briefing scenario, not a quotation from an actual client inquiry; the live proposal is shaped around your audience, priorities and objectives.
Read the insurance & risk brief (PDF) ↗All 21 briefs ↗Documented insurance & risk engagements
Selected clients
INSURANCE LEADERS.
A sampling of the insurers, reinsurers and risk organizations Jim has worked with.
Global insurance leadership
THE PEOPLE WHO PRICE RISK ALSO NEED TO THINK ABOUT THE FUTURE OF RISK.
Jim has addressed major carriers, associations and closed-door executive groups throughout the global insurance industry.
- P&C / General Insurance
- Chubb · Farmers · Gore Mutual · Economical Insurance · Assurant · Zurich · Hartford · FM Global
- Life & Financial Protection
- New York Life · Sun Life · Manulife · RBC Insurance · MetLife · Lincoln Financial · Equitable · RGA Reinsurance
- Health / Benefits
- Cigna · Blue Cross Blue Shield · Harvard Pilgrim · Providence Health Plans · Magellan Health · New York Health Plans Association
- Brokers / Reinsurance / Actuarial
- Brokers & Reinsurance Markets Association · Independent Insurance Agents · LIMRA · GAMA · actuarial organizations · Insurance Institute of Canada · Verisk
- Closed-door C-suite sessions have included leaders from
- Allianz · AIG · Travelers · AXA · Allstate · Liberty Mutual · The Hartford · State Farm · Progressive · GEICO · Nationwide · Farmers · CNA · Generali · Ping An · Lloyd's of London · XL Insurance · American Family · RSA.
The published record
Experience you can explore.
Relevant published engagements from JimCarroll.com. Cross-industry examples show adjacent markets and questions; the specific scope of each assignment is described in its original story.
- 2017
Gore Mutual — The broker future is not the broker past.
Read ↗ - 2025
AM Best: The Acceleration of Risk
Read ↗ - 2024
Vermont Captive Insurance Association: The Acceleration of Risk
Read ↗ - 2024
Verisk: The End Of Reality Changed The Fraud Game.
Read ↗ - 2023
M200: Managing the Disruptive Potential of Artificial Intelligence
Read ↗ - 2023
BRMA: Real-Time Risk in a Data-Driven Insurance Future
Read ↗ - 2022
Zurich Insurance: The Future Of Risk Arrived Early.
Read ↗ - 2017
Gore Mutual: The Broker Future Is Not The Broker Past
Read ↗ - 2017
Gore Mutual: Insurance Disruption Starts With The Distribution Model
Read ↗ - 2016
New York Life: The Future Of Insurance Was Arriving Early.
Read ↗
4 more documented insurance & risk engagements
- 2019
National Safety Council: 15,000 Safety Professionals. A Warning About Accelerating Risk.
Read ↗ - 2016
FM Global: Industrial Risk in a World of Connected Infrastructure
Read ↗ - 2015
LIMRA: Data, Digital And A New Generation Of Buyers.
Read ↗ - 2014
Chubb Insurance: Insurance Was Entering an Era of New Risk
Read ↗
The deep dive
THE FUTURE OF INSURANCE
From pricing the past to architecting risk.
For more than three decades, Jim Carroll has helped insurers, reinsurers, brokers, actuaries, benefits organizations and corporate risk leaders understand what happens when the velocity and complexity of risk change faster than the industry built to manage it.
All 16 sections
- THE REARVIEW MIRROR IS NO LONGER ENOUGH.
- THE FUTURE OF INSURANCE IS A LEADERSHIP ISSUE.
- ONE KEYNOTE. MULTIPLE WAYS INTO THE FUTURE.
- PREDICT. PRICE. PREVENT. PERSONALIZE. PARTNER.
- FROM REPAIR & REPLACE TO PREDICT & PREVENT.
- THE ALGORITHMIC UNDERWRITER.
- THE CLAIM BECOMES A DATA EVENT.
- RISK HAS A VELOCITY PROBLEM.
- THE POLICY BECOMES DYNAMIC.
- THE BODY BECOMES PART OF THE POLICY.
- WHAT HAPPENS WHEN INSURANCE BECOMES ONE CLICK?
- THE ACTUARIAL TABLE STARTS MOVING.
- THREE DECADES INSIDE THE FUTURE OF RISK.
- I'VE BEEN MAKING THESE CALLS FOR YEARS.
- DIFFERENT RISK. DIFFERENT ROOM. DIFFERENT KEYNOTE.
- 479 ARTICLES. ONE INSURANCE KEYNOTE.
The structural shift
THE REARVIEW MIRROR IS NO LONGER ENOUGH.
Insurance spent centuries pricing the past. The industry now has to price the present, anticipate what comes next and increasingly prevent risk before it becomes a loss.
02
PRICE + PREVENT RISK
Move from historic averages toward predictive signals, continuous monitoring and intervention.
03
LEAD THROUGH RISK
Build agility, insight and execution into an industry where the assumptions underneath the model keep changing.
Executive & insurance leadership
THE FUTURE OF INSURANCE IS A LEADERSHIP ISSUE.
Technology changes underwriting and claims. Leadership determines whether the organization can change with them.
Jim has worked with insurance CEOs, CIOs, COOs, actuaries, distribution leaders, brokers and corporate risk executives for decades. The leadership question is not merely what is changing. It is what must we do differently because risk, technology and customer expectations are changing?
Agility. Insight. Execution.
Potential keynote directions
ONE KEYNOTE. MULTIPLE WAYS INTO THE FUTURE.
These are not canned speeches. They are possible directions selected and blended around the insurance segment, leadership team, audience and strategic issues in the room.
01
The Future of Insurance
From pricing the past to architecting risk.
02
Insurance at the Speed of AI
Underwriting, claims and risk in the intelligent era.
03
The Future of Risk
When risk accelerates faster than the models built to understand it.
04
Real-Time Insurance
From historical actuarial models to continuous risk assessment.
05
The Future of the Agent & Broker
Reinventing human value in a direct, digital world.
06
Leading Through Accelerated Risk
Agility, insight and execution for insurance leadership.
Insurance transformation
PREDICT. PRICE. PREVENT. PERSONALIZE. PARTNER.
Five strategic lenses for understanding what real-time information, AI and connected risk do to the insurance business model.
PREDICT
See emerging exposure and loss patterns earlier.
PRICE
Use current, granular and behavioural data.
PREVENT
Intervene before risk becomes a claim.
PERSONALIZE
Build products around real context and behaviour.
PARTNER
Become a risk-management partner, not merely a claims payer.
Predict & prevent
FROM REPAIR & REPLACE TO PREDICT & PREVENT.
Connected risk turns insurance into an ongoing service.
Homes, vehicles, industrial assets, buildings, health devices and cyber systems increasingly report conditions continuously. That creates the opportunity to identify risk earlier, intervene sooner and potentially prevent loss altogether.
The claim you prevent may be more valuable than the claim you process faster.
AI & underwriting
THE ALGORITHMIC UNDERWRITER.
Underwriting increasingly moves from static snapshots toward continuous risk signals and AI-assisted decisions.
AI Risk Scoring
Combine traditional data with current behavioural, spatial and connected-device information.
Automated Underwriting
Accelerate routine decisions while escalating exceptions to human judgement.
Continuous Monitoring
Reassess exposure as conditions change rather than only at renewal.
Location Intelligence
Blend geography with property, crime, climate, infrastructure and community data.
Portfolio Intelligence
Identify concentration and emerging exposure earlier across a book of business.
Human + Machine
Use AI to increase speed and pattern recognition without abandoning judgement or governance.
Claims + fraud
THE CLAIM BECOMES A DATA EVENT.
But as AI gets better at creating evidence, insurance must get better at validating reality.
AI and connected data can automate first notice of loss, image-based damage assessment, triage, fraud analytics, straight-through processing and catastrophe response.
Deepfake imagery, synthetic identity, generated documentation and automated fraud operations create a new AI-versus-AI contest.
Accelerated risk
RISK HAS A VELOCITY PROBLEM.
Risk appears faster, spreads faster, compounds faster and invalidates models faster.
Climate & Catastrophe
Wildfire, flood, hurricane, heat and rebuilding costs challenge assumptions about property risk.
Cyber & Digital
Adaptive threats turn cyber from a technology issue into financial, operational and physical risk.
Unknown Unknowns
AI liability, autonomous systems, synthetic biology, quantum risk and new energy systems create categories that may not yet fit existing models.
Usage-based insurance
THE POLICY BECOMES DYNAMIC.
Behaviour becomes a risk signal.
Jim was describing telematics-driven auto insurance years before usage-based insurance became mainstream. The same idea now extends to commercial fleets, equipment, health behaviour and temporary or contextual coverage.
Price the risk that exists, not merely the category it belongs to.
Life & health
THE BODY BECOMES PART OF THE POLICY.
Jim was describing performance-oriented insurance and bio-connectivity long before they became mainstream industry themes.
Wearables, health records, wellness data, predictive health, accelerated underwriting and longevity science increasingly connect insurance to measurable behaviour and changing health status.
Distribution disruption
WHAT HAPPENS WHEN INSURANCE BECOMES ONE CLICK?
Digital channels expose where human value really exists.
The Amazon Effect
Digital simplicity resets expectations for buying, servicing and changing insurance.
Embedded Insurance
The policy disappears into the car, trip, payment, device, home or platform.
The Agent & Broker Reinvented
Complexity, advice, advocacy, specialization and relationship become more valuable as routine transactions become digital.
Talent & actuarial science
THE ACTUARIAL TABLE STARTS MOVING.
Insurance expertise gets more specialized at exactly the moment the underlying risk environment becomes more complex.
Climate Modelers
Translate environmental change into exposure and pricing insight.
Cyber Underwriters
Price threats that evolve continuously and strategically.
AI Risk Specialists
Understand algorithmic liability, governance and model risk.
Parametric Designers
Build products around measurable triggers rather than traditional claims processes.
Experience
THREE DECADES INSIDE THE FUTURE OF RISK.
Jim's insurance work predates insurtech, AI underwriting and the connected-device economy.
1990s
Digital Customer
Internet disruption, online distribution, privacy, security and changing broker relationships.
2000s
Future of Risk
Technological risk, underwriting complexity, customer empowerment and agility.
2010s
Real-Time Insurance
Telematics, bio-connectivity, predictive analytics, usage-based products and insurtech.
2020s
AI + Accelerated Risk
Automated underwriting, cyber, climate, fraud, embedded insurance and real-time risk data.
2030s
Risk Architecture
Insurance evolves from transferring risk toward helping clients anticipate, reduce and manage it continuously.
The prediction scorecard
I'VE BEEN MAKING THESE CALLS FOR YEARS.
A useful futurist leaves receipts.
2009
Underwriting Complexity
Faster science and change would create new niche skills and harder risk assessment.
2011
Telematics Pricing
Auto insurance would increasingly price actual driving behaviour.
2014
Performance Insurance
Measurable wellness behaviour would influence insurance economics.
2015
Bio-Connected Life
Wearables and health data would reshape life underwriting and engagement.
2016
Just-in-Time Insurance
Predictive analytics would push the industry toward real-time coverage.
2023+
AI-Driven Insurance
AI would accelerate underwriting, claims, fraud analysis and the emergence of new risk itself.
Client stories
DIFFERENT RISK. DIFFERENT ROOM. DIFFERENT KEYNOTE.
Life insurance, P&C, reinsurance, risk management and industry leadership require very different future stories.
New York Life
Life Insurance Transformation
Data, digital distribution, changing buyers and the future of financial protection.
Zurich
The Future of Risk
Accelerated risk, AI, post-pandemic volatility and the leadership challenge of managing uncertainty.
LIMRA
Data, Digital & a New Generation of Buyers
Life insurance, insurtech disruption, trust, distribution and evolving customer expectations.
Insurance C-Suite
Real-Time Insurance
Private leadership discussions with senior executives across major global carriers on future risk, underwriting and disruption.
Risk Leadership
From Risk Transfer to Risk Architecture
How insurers can become broader risk partners as complexity and connectivity accelerate.
Insurance Associations
Industry-Wide Transformation
Property/casualty, life, brokers, actuarial, benefits and reinsurance audiences across decades of industry change.
Deep customization
479 ARTICLES. ONE INSURANCE KEYNOTE.
Because a life insurance CEO does not need the same future as a P&C underwriter, reinsurer, broker or benefits organization.
Client calls, market reports, regulatory and technology analysis, current news, audience issues and segment-specific examples. Jim's existing insurance site notes that his broader research process can involve accessing thousands of highly relevant articles and reports.
LISTEN → RESEARCH → MAP THE RISKS → BUILD THE STORY → CONNECT THE ROOM → LEAVE A PLAYBOOK
These sections come from insurance.jimcarroll.com, Jim’s insurance industry site, migrated here with their original copy and images.
From the research archive
Earlier thinking and historical forecasts.
- 2004Reinsurance and the future of risk
- 2015Trend: The End of Life (Insurance)
- 2014Trend: The Future of Insurance, and the Actuarial Profession
- 2013Trends: What's Next for the Insurance Industry (interview)
- 2007The Future of Risk: Achieving Skills Agility in the High Velocity Economy
- 2003Towers Perrin: The Future of Risk
- 2018Keynote: Independent Insurance Agents, Austin, Texas - The Disruption and Disintermediation of the Insurance Industry
- 2017Keynote: Baker McKenzie client conferences, Dallas and Chicago - The Acceleration of Risk in the Era of Disruption
- 2017Keynote: Gore Mutual, Toronto : The Disruption and Disintermediation of Insurance
- 2017Keynote Case Study: Gore Mutual — Insurance Disruption Starts With The Distribution Model
- 2017Keynote: Highmark Health, Pittsburgh - The Future of Group Benefit Wellness and Insurance Policies
- 2016Keynote: New York Life, New York - Insurance : Disruptive, Transformative & Innovative!
Other industries
- Agriculture & Food
- Automotive & Mobility
- Commercial Real Estate
- Construction & Infrastructure
- Consumer Products & CPG
- Education & Workforce
- Energy & Utilities
- Financial Services
- Food & Grocery
- Golf & Recreation
- Government & Public Sector
- Healthcare & Life Sciences
- Hospitality & Tourism
- Manufacturing & Industrial
- Media & Entertainment
- Professional Services
- Retail
- Technology & AI
- Transportation & Logistics
- Leadership & Disruption
Make it about your audience
Let’s build a keynote around the future of your industry.
Bring the event objectives, the people attending and the questions you want them discussing afterward.