---
title: AAIS Views | Modeling/Actuarial
description: Modeling/Actuarial | AAIS Views provides the latest updates, alerts, and news in the P&C industry.
---

[![](https://aaisviews.aaisonline.com/hs-fs/hubfs/social-suggested-images/www.aaisonline.comimagelayout_set_logo.png?width=150&height=38&name=www.aaisonline.comimagelayout_set_logo.png)](https://aaisviews.aaisonline.com/compliance-alerts)

## Compliance Alerts

# Modeling/Actuarial

[![](https://aaisviews.aaisonline.com/hubfs/Feature%20-%20Shifting%20Data.jpg)](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl)

## [Shifting the Data Sharing Paradigm with openIDL](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl)

 Jan 10, 2022 / by [Matt Hinds-Aldrich](https://aaisviews.aaisonline.com/aais-views/author/matt-hinds-aldrich) posted in [openIDL](https://aaisviews.aaisonline.com/aais-views/topic/openidl), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Data Management/Distributed Ledger](https://aaisviews.aaisonline.com/aais-views/topic/data-management-distributed-ledger), [Tech News](https://aaisviews.aaisonline.com/aais-views/topic/tech-news), [Regulatory/Compliance](https://aaisviews.aaisonline.com/aais-views/topic/regulatory-compliance), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [AAIS Insights](https://aaisviews.aaisonline.com/aais-views/topic/aais-insights), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial)

[0 Comments](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl#comments-listing)

Clive Humby said it best with his oft-cited quote – “data is the new oil.” It is true that the value of data is in its refinement and synthesis into useful insights, tools, and products, all predicated on the existence of a complex infrastructure to share and transport data from where it is found (those with the data) to where the analysis occurs (those with the questions).

[Read More](https://aaisviews.aaisonline.com/aais-views/shifting-the-data-sharing-paradigm-with-openidl)

[![](https://aaisviews.aaisonline.com/hubfs/AAIS%20Blog/Feature%20-%20Community%20Advisory.jpg)](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils)

## ['Tis the Season for Community Involvement—and Advisory Councils](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils)

 Dec 20, 2021 / by [Matt Hinds-Aldrich](https://aaisviews.aaisonline.com/aais-views/author/matt-hinds-aldrich) posted in [Insights](https://aaisviews.aaisonline.com/aais-views/topic/insights), [Issues & Trends](https://aaisviews.aaisonline.com/aais-views/topic/issues-trends), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Homeowners](https://aaisviews.aaisonline.com/aais-views/topic/homeowners), [New/Emerging Risks](https://aaisviews.aaisonline.com/aais-views/topic/new-emerging-risks), [Modeling/Predictive Analytics](https://aaisviews.aaisonline.com/aais-views/topic/modeling-predictive-analytics), [Fire](https://aaisviews.aaisonline.com/aais-views/topic/fire), [AAIS News & Views](https://aaisviews.aaisonline.com/aais-views/topic/aais-news-views), [AAIS Insights](https://aaisviews.aaisonline.com/aais-views/topic/aais-insights), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial), [Insurance Line of Business](https://aaisviews.aaisonline.com/aais-views/topic/insurance-line-of-business), [NatCats](https://aaisviews.aaisonline.com/aais-views/topic/natcats), [Fire Advisory Council](https://aaisviews.aaisonline.com/aais-views/topic/fire-advisory-council), [AAIS FLAMES](https://aaisviews.aaisonline.com/aais-views/topic/aais-flames), [AAIS Wildfire Resource Center](https://aaisviews.aaisonline.com/aais-views/topic/aais-wildfire-resource-center)

[0 Comments](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils#comments-listing)

With the holidays and the end of the year upon us, it is the time to reflect upon the past year. And it is the time of year we tend to think about coming together, as a community, to share our experiences. In our case, I’m referring to AAIS’s product-focused advisory councils.

[Read More](https://aaisviews.aaisonline.com/aais-views/tis-the-season-for-community-involvement-and-advisory-councils)

[![](https://aaisviews.aaisonline.com/hubfs/Featured%20-%20ITL.jpg)](https://aaisviews.aaisonline.com/aais-views/blockchain-the-next-big-thing)

## [Blockchain: The Next Big Thing](https://aaisviews.aaisonline.com/aais-views/blockchain-the-next-big-thing)

 Oct 8, 2021 / by [Robin Westcott](https://aaisviews.aaisonline.com/aais-views/author/robin-westcott) posted in [openIDL](https://aaisviews.aaisonline.com/aais-views/topic/openidl), [Issues & Trends](https://aaisviews.aaisonline.com/aais-views/topic/issues-trends), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Data Management/Distributed Ledger](https://aaisviews.aaisonline.com/aais-views/topic/data-management-distributed-ledger), [Tech News](https://aaisviews.aaisonline.com/aais-views/topic/tech-news), [Regulatory/Compliance](https://aaisviews.aaisonline.com/aais-views/topic/regulatory-compliance), [Blockchain](https://aaisviews.aaisonline.com/aais-views/topic/blockchain), [Data/Tech](https://aaisviews.aaisonline.com/aais-views/topic/data-tech), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial)

[0 Comments](https://aaisviews.aaisonline.com/aais-views/blockchain-the-next-big-thing#comments-listing)

In August, [AAIS Views detailed the results](https://aaisviews.aaisonline.com/aais-views/openidl-covid-19-pilot) of our hugely successful Proof of Concept (POC) for openIDL (Open Insurance Data Link) that proved the blockchain technology can dramatically improve the insurance regulatory reporting proves for insurers and regulators. We also saw that insurer information could be correlated with data from other sources to reveal deeper insights, and that data could be leveraged by regulators, while remaining private, secure and in full control of participating carriers

[Read More](https://aaisviews.aaisonline.com/aais-views/blockchain-the-next-big-thing)

[![](https://aaisviews.aaisonline.com/hubfs/AAIS%20Blog/Featured%20Setup.jpg)](https://aaisviews.aaisonline.com/aais-views/a-conversation-with-michael-payne)

## [A Conversation with...AAIS Chief Pricing Actuary, Michael Payne](https://aaisviews.aaisonline.com/aais-views/a-conversation-with-michael-payne)

 Sep 9, 2021 / by [Michael Payne](https://aaisviews.aaisonline.com/aais-views/author/michael-payne) posted in [openIDL](https://aaisviews.aaisonline.com/aais-views/topic/openidl), [Insurance](https://aaisviews.aaisonline.com/aais-views/topic/insurance), [Issues & Trends](https://aaisviews.aaisonline.com/aais-views/topic/issues-trends), [Data & Technology](https://aaisviews.aaisonline.com/aais-views/topic/data-technology), [Blockchain](https://aaisviews.aaisonline.com/aais-views/topic/blockchain), [Data](https://aaisviews.aaisonline.com/aais-views/topic/data), [Modeling/Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/modeling-actuarial), [Risk](https://aaisviews.aaisonline.com/aais-views/topic/risk), [AAIS Views](https://aaisviews.aaisonline.com/aais-views/topic/aais-views), [risk management](https://aaisviews.aaisonline.com/aais-views/topic/risk-management), [Actuarial](https://aaisviews.aaisonline.com/aais-views/topic/actuarial)

[0 Comments](https://aaisviews.aaisonline.com/aais-views/a-conversation-with-michael-payne#comments-listing)

*This is the next installment in a series of conversations with AAIS leadership to get to know them, their background, and the unique work they’re doing within AAIS to further the insurance industry. In this edition, AAIS Views spoke with Michael Payne, Chief Pricing Actuary, about his career, being creative as an actuary, the role data is playing to create better pricing models, and how AAIS is leveraging those models to deliver value to our Members.*

**Tell us about your background.**

**Michael Payne:** When I was in college, I liked math, but really didn’t know what I wanted to do. Then I heard about Actuarial Science from an alum who came back to campus and gave a presentation about the career path. That’s what sparked my interest. I got an internship at Zurich and that turned into my first job out of school. I started out doing pricing at Zurich, went to SCOR Re to do reinsurance pricing, and went back to Zurich to eventually lead a pricing tools team.

One not-so-traditional role in my career was a stint I did at Sears in their Home Services unit where I was the Director of Underwriting Analysis. Basically, if you bought a refrigerator at Sears, they were going to offer you a protection plan. It was my role to figure out the prices for those protection agreements based on how likely the appliance was going to need to be repaired or even replaced.

Overall, I really like pricing. It’s prospective in nature as you try to determine what might happen in the future.

In the winter of 2018, I joined AAIS where I’ve been able to leverage my pricing experience. My role includes product development and delivering loss costs that are appropriate for the coverage being offered. Not all carriers have a large team of actuaries or loads of data, so our rating plans offer them a faster speed to market for a new line of business, or even insurtechs to get their first policies written.   

[Read More](https://aaisviews.aaisonline.com/aais-views/a-conversation-with-michael-payne)

- Recent
- Popular
- Categories

### Lists by Topic

- [Data & Technology (38)](https://aaisviews.aaisonline.com/aais-views/tag/data-technology)
- [Issues & Trends (34)](https://aaisviews.aaisonline.com/aais-views/tag/issues-trends)
- [Data/Tech (33)](https://aaisviews.aaisonline.com/aais-views/tag/data-tech)
- [Technology (28)](https://aaisviews.aaisonline.com/aais-views/tag/technology)
- [AAIS Insights (25)](https://aaisviews.aaisonline.com/aais-views/tag/aais-insights)
- [Artificial Intelligence (19)](https://aaisviews.aaisonline.com/aais-views/tag/artificial-intelligence)
- [AI (16)](https://aaisviews.aaisonline.com/aais-views/tag/ai)
- [Auto (16)](https://aaisviews.aaisonline.com/aais-views/tag/auto)
- [AAIS News & Views (15)](https://aaisviews.aaisonline.com/aais-views/tag/aais-news-views)
- [Insurtech (15)](https://aaisviews.aaisonline.com/aais-views/tag/insurtech)
- [Press Release (15)](https://aaisviews.aaisonline.com/aais-views/tag/press-release)
- [Personal Auto (13)](https://aaisviews.aaisonline.com/aais-views/tag/personal-auto)
- [AAIS Webinar Series (12)](https://aaisviews.aaisonline.com/aais-views/tag/aais-webinar-series)
- [New/Emerging Risks (12)](https://aaisviews.aaisonline.com/aais-views/tag/new-emerging-risks)
- [P&C Insurers (12)](https://aaisviews.aaisonline.com/aais-views/tag/pc-insurers)
- [Community (11)](https://aaisviews.aaisonline.com/aais-views/tag/community)
- [Regulatory/Compliance (11)](https://aaisviews.aaisonline.com/aais-views/tag/regulatory-compliance)
- [AAIS Views (10)](https://aaisviews.aaisonline.com/aais-views/tag/aais-views)
- [Tech News (10)](https://aaisviews.aaisonline.com/aais-views/tag/tech-news)
- [Commercial Auto (9)](https://aaisviews.aaisonline.com/aais-views/tag/commercial-auto)
- [Insights (9)](https://aaisviews.aaisonline.com/aais-views/tag/insights)
- [Machine Learning/AI (9)](https://aaisviews.aaisonline.com/aais-views/tag/machine-learning-ai)
- [openIDL (9)](https://aaisviews.aaisonline.com/aais-views/tag/openidl)
- [Blockchain (8)](https://aaisviews.aaisonline.com/aais-views/tag/blockchain)
- [Personal Lines (8)](https://aaisviews.aaisonline.com/aais-views/tag/personal-lines)
- [Telematics (8)](https://aaisviews.aaisonline.com/aais-views/tag/telematics)
- [Underwriting (8)](https://aaisviews.aaisonline.com/aais-views/tag/underwriting)
- [Data (7)](https://aaisviews.aaisonline.com/aais-views/tag/data)
- [Homeowners (7)](https://aaisviews.aaisonline.com/aais-views/tag/homeowners)
- [Insurance Line of Business (7)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-line-of-business)
- [Risk (7)](https://aaisviews.aaisonline.com/aais-views/tag/risk)
- [Data Management/Distributed Ledger (6)](https://aaisviews.aaisonline.com/aais-views/tag/data-management-distributed-ledger)
- [Insurance Operations (6)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-operations)
- [Legislation & Regulation (6)](https://aaisviews.aaisonline.com/aais-views/tag/legislation-regulation)
- [Modeling/Predictive Analytics (6)](https://aaisviews.aaisonline.com/aais-views/tag/modeling-predictive-analytics)
- [auto insurance (6)](https://aaisviews.aaisonline.com/aais-views/tag/auto-insurance)
- [Advisory Report (4)](https://aaisviews.aaisonline.com/aais-views/tag/advisory-report)
- [Analytics (4)](https://aaisviews.aaisonline.com/aais-views/tag/analytics)
- [Commercial Lines (4)](https://aaisviews.aaisonline.com/aais-views/tag/commercial-lines)
- [Compliance (4)](https://aaisviews.aaisonline.com/aais-views/tag/compliance)
- [Fire (4)](https://aaisviews.aaisonline.com/aais-views/tag/fire)
- [Modeling/Actuarial (4)](https://aaisviews.aaisonline.com/aais-views/tag/modeling-actuarial)
- [NAIC (4)](https://aaisviews.aaisonline.com/aais-views/tag/naic)
- [Policy Administration (4)](https://aaisviews.aaisonline.com/aais-views/tag/policy-administration)
- [Regulation (4)](https://aaisviews.aaisonline.com/aais-views/tag/regulation)
- [Remote Work (4)](https://aaisviews.aaisonline.com/aais-views/tag/remote-work)
- [WAHVE (4)](https://aaisviews.aaisonline.com/aais-views/tag/wahve)
- [Working in Insurance (4)](https://aaisviews.aaisonline.com/aais-views/tag/working-in-insurance)
- [insurance automation (4)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-automation)
- [AAIS Auto Program (3)](https://aaisviews.aaisonline.com/aais-views/tag/aais-auto-program)
- [Actuarial (3)](https://aaisviews.aaisonline.com/aais-views/tag/actuarial)
- [BluePond.AI (3)](https://aaisviews.aaisonline.com/aais-views/tag/bluepond-ai)
- [CHRP Technologies (3)](https://aaisviews.aaisonline.com/aais-views/tag/chrp-technologies)
- [COVID-19 (3)](https://aaisviews.aaisonline.com/aais-views/tag/covid-19)
- [Cannabis (3)](https://aaisviews.aaisonline.com/aais-views/tag/cannabis)
- [Cogitate (3)](https://aaisviews.aaisonline.com/aais-views/tag/cogitate)
- [Digitization (3)](https://aaisviews.aaisonline.com/aais-views/tag/digitization)
- [Farm & Ag (3)](https://aaisviews.aaisonline.com/aais-views/tag/farm-ag)
- [Farming (3)](https://aaisviews.aaisonline.com/aais-views/tag/farming)
- [Industry (3)](https://aaisviews.aaisonline.com/aais-views/tag/industry)
- [Inland Marine (3)](https://aaisviews.aaisonline.com/aais-views/tag/inland-marine)
- [Insurance News/Current Events (3)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-news-current-events)
- [LenderDock (3)](https://aaisviews.aaisonline.com/aais-views/tag/lenderdock)
- [MGA (3)](https://aaisviews.aaisonline.com/aais-views/tag/mga)
- [Mind Maps (3)](https://aaisviews.aaisonline.com/aais-views/tag/mind-maps)
- [OneShield (3)](https://aaisviews.aaisonline.com/aais-views/tag/oneshield)
- [Pinpoint Predictive (3)](https://aaisviews.aaisonline.com/aais-views/tag/pinpoint-predictive)
- [UBI (3)](https://aaisviews.aaisonline.com/aais-views/tag/ubi)
- [Usage Based Insurance (3)](https://aaisviews.aaisonline.com/aais-views/tag/usage-based-insurance)
- [catastrophe (3)](https://aaisviews.aaisonline.com/aais-views/tag/catastrophe)
- [membership (3)](https://aaisviews.aaisonline.com/aais-views/tag/membership)
- [AAIS FLAMES (2)](https://aaisviews.aaisonline.com/aais-views/tag/aais-flames)
- [ADAS (2)](https://aaisviews.aaisonline.com/aais-views/tag/adas)
- [Agile (2)](https://aaisviews.aaisonline.com/aais-views/tag/agile)
- [Builders Risk (2)](https://aaisviews.aaisonline.com/aais-views/tag/builders-risk)
- [Business Interruption (2)](https://aaisviews.aaisonline.com/aais-views/tag/business-interruption)
- [CannaBOP (2)](https://aaisviews.aaisonline.com/aais-views/tag/cannabop)
- [Data Management (2)](https://aaisviews.aaisonline.com/aais-views/tag/data-management)
- [FLAMES (2)](https://aaisviews.aaisonline.com/aais-views/tag/flames)
- [Flood Insurance (2)](https://aaisviews.aaisonline.com/aais-views/tag/flood-insurance)
- [GLC (2)](https://aaisviews.aaisonline.com/aais-views/tag/glc)
- [GhostDraft (2)](https://aaisviews.aaisonline.com/aais-views/tag/ghostdraft)
- [InsurIQ (2)](https://aaisviews.aaisonline.com/aais-views/tag/insuriq)
- [Insurance Market (2)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-market)
- [IoT (2)](https://aaisviews.aaisonline.com/aais-views/tag/iot)
- [Machine Learning (2)](https://aaisviews.aaisonline.com/aais-views/tag/machine-learning)
- [NatCats (2)](https://aaisviews.aaisonline.com/aais-views/tag/natcats)
- [OwlSurance (2)](https://aaisviews.aaisonline.com/aais-views/tag/owlsurance)
- [Robotics/Drones (2)](https://aaisviews.aaisonline.com/aais-views/tag/robotics-drones)
- [S2M Toolkit (2)](https://aaisviews.aaisonline.com/aais-views/tag/s2m-toolkit)
- [Tapoly (2)](https://aaisviews.aaisonline.com/aais-views/tag/tapoly)
- [flood (2)](https://aaisviews.aaisonline.com/aais-views/tag/flood)
- [reThought Flood (2)](https://aaisviews.aaisonline.com/aais-views/tag/rethought-flood)
- [risk management (2)](https://aaisviews.aaisonline.com/aais-views/tag/risk-management)
- [risk mitigation (2)](https://aaisviews.aaisonline.com/aais-views/tag/risk-mitigation)
- [talent gap (2)](https://aaisviews.aaisonline.com/aais-views/tag/talent-gap)
- [2020 VME (1)](https://aaisviews.aaisonline.com/aais-views/tag/2020-vme)
- [AAIS Risk Awareness Service (1)](https://aaisviews.aaisonline.com/aais-views/tag/aais-risk-awareness-service)
- [AAIS Wildfire Resource Center (1)](https://aaisviews.aaisonline.com/aais-views/tag/aais-wildfire-resource-center)
- [Agribusiness (1)](https://aaisviews.aaisonline.com/aais-views/tag/agribusiness)
- [All Access Membership (1)](https://aaisviews.aaisonline.com/aais-views/tag/all-access-membership)
- [Apoorva Insurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/apoorva-insurance)
- [Autonomous Vehicles (1)](https://aaisviews.aaisonline.com/aais-views/tag/autonomous-vehicles)
- [Battery Fires (1)](https://aaisviews.aaisonline.com/aais-views/tag/battery-fires)
- [Behavioral Intelligence (1)](https://aaisviews.aaisonline.com/aais-views/tag/behavioral-intelligence)
- [Brokers (1)](https://aaisviews.aaisonline.com/aais-views/tag/brokers)
- [Business (1)](https://aaisviews.aaisonline.com/aais-views/tag/business)
- [California (1)](https://aaisviews.aaisonline.com/aais-views/tag/california)
- [Chainyard (1)](https://aaisviews.aaisonline.com/aais-views/tag/chainyard)
- [Climate Change (1)](https://aaisviews.aaisonline.com/aais-views/tag/climate-change)
- [Cloverleaf Analytics (1)](https://aaisviews.aaisonline.com/aais-views/tag/cloverleaf-analytics)
- [Connecticut (1)](https://aaisviews.aaisonline.com/aais-views/tag/connecticut)
- [Cyber (1)](https://aaisviews.aaisonline.com/aais-views/tag/cyber)
- [Data Call (1)](https://aaisviews.aaisonline.com/aais-views/tag/data-call)
- [Davies (1)](https://aaisviews.aaisonline.com/aais-views/tag/davies)
- [Economy (1)](https://aaisviews.aaisonline.com/aais-views/tag/economy)
- [Executive (1)](https://aaisviews.aaisonline.com/aais-views/tag/executive)
- [FM Global Group (1)](https://aaisviews.aaisonline.com/aais-views/tag/fm-global-group)
- [Farmowners (FO) (1)](https://aaisviews.aaisonline.com/aais-views/tag/farmowners-fo)
- [FilingRamp (1)](https://aaisviews.aaisonline.com/aais-views/tag/filingramp)
- [Fire Advisory Council (1)](https://aaisviews.aaisonline.com/aais-views/tag/fire-advisory-council)
- [Fire Mitigation (1)](https://aaisviews.aaisonline.com/aais-views/tag/fire-mitigation)
- [Florida (1)](https://aaisviews.aaisonline.com/aais-views/tag/florida)
- [Florida Insurance Market (1)](https://aaisviews.aaisonline.com/aais-views/tag/florida-insurance-market)
- [GenAI (1)](https://aaisviews.aaisonline.com/aais-views/tag/genai)
- [Gig Economy (1)](https://aaisviews.aaisonline.com/aais-views/tag/gig-economy)
- [Hyperledger (1)](https://aaisviews.aaisonline.com/aais-views/tag/hyperledger)
- [IBM (1)](https://aaisviews.aaisonline.com/aais-views/tag/ibm)
- [IMUA (1)](https://aaisviews.aaisonline.com/aais-views/tag/imua)
- [INFORCE (1)](https://aaisviews.aaisonline.com/aais-views/tag/inforce)
- [Inflation (1)](https://aaisviews.aaisonline.com/aais-views/tag/inflation)
- [Innovation (1)](https://aaisviews.aaisonline.com/aais-views/tag/innovation)
- [Insurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance)
- [Insurance Advisory (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-advisory)
- [Insurance Agents (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-agents)
- [Legacy Systems (1)](https://aaisviews.aaisonline.com/aais-views/tag/legacy-systems)
- [Linux Foundation (1)](https://aaisviews.aaisonline.com/aais-views/tag/linux-foundation)
- [Modern Advisory Services (1)](https://aaisviews.aaisonline.com/aais-views/tag/modern-advisory-services)
- [Monitaur (1)](https://aaisviews.aaisonline.com/aais-views/tag/monitaur)
- [Mutual Boiler Re (1)](https://aaisviews.aaisonline.com/aais-views/tag/mutual-boiler-re)
- [Open Source (1)](https://aaisviews.aaisonline.com/aais-views/tag/open-source)
- [P&C (1)](https://aaisviews.aaisonline.com/aais-views/tag/pc)
- [Rally (1)](https://aaisviews.aaisonline.com/aais-views/tag/rally)
- [SimpleSolve (1)](https://aaisviews.aaisonline.com/aais-views/tag/simplesolve)
- [Sproutr (1)](https://aaisviews.aaisonline.com/aais-views/tag/sproutr)
- [Stanley Parsons Insurance Services (1)](https://aaisviews.aaisonline.com/aais-views/tag/stanley-parsons-insurance-services)
- [Statistical Reporting (1)](https://aaisviews.aaisonline.com/aais-views/tag/statistical-reporting)
- [TNEDICCA (1)](https://aaisviews.aaisonline.com/aais-views/tag/tnedicca)
- [WSRB (1)](https://aaisviews.aaisonline.com/aais-views/tag/wsrb)
- [hurricanes (1)](https://aaisviews.aaisonline.com/aais-views/tag/hurricanes)
- [pandemic (1)](https://aaisviews.aaisonline.com/aais-views/tag/pandemic)
- [property & casualty (1)](https://aaisviews.aaisonline.com/aais-views/tag/property-casualty)
- [reinsurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/reinsurance)
- [risk awareness service (1)](https://aaisviews.aaisonline.com/aais-views/tag/risk-awareness-service)
- [solar panels (1)](https://aaisviews.aaisonline.com/aais-views/tag/solar-panels)
- [wildfire (1)](https://aaisviews.aaisonline.com/aais-views/tag/wildfire)

see all

### Posts by Tag

- [Data & Technology (38)](https://aaisviews.aaisonline.com/aais-views/tag/data-technology)
- [Issues & Trends (34)](https://aaisviews.aaisonline.com/aais-views/tag/issues-trends)
- [Data/Tech (33)](https://aaisviews.aaisonline.com/aais-views/tag/data-tech)
- [Technology (28)](https://aaisviews.aaisonline.com/aais-views/tag/technology)
- [AAIS Insights (25)](https://aaisviews.aaisonline.com/aais-views/tag/aais-insights)
- [Artificial Intelligence (19)](https://aaisviews.aaisonline.com/aais-views/tag/artificial-intelligence)
- [AI (16)](https://aaisviews.aaisonline.com/aais-views/tag/ai)
- [Auto (16)](https://aaisviews.aaisonline.com/aais-views/tag/auto)
- [AAIS News & Views (15)](https://aaisviews.aaisonline.com/aais-views/tag/aais-news-views)
- [Insurtech (15)](https://aaisviews.aaisonline.com/aais-views/tag/insurtech)
- [Press Release (15)](https://aaisviews.aaisonline.com/aais-views/tag/press-release)
- [Personal Auto (13)](https://aaisviews.aaisonline.com/aais-views/tag/personal-auto)
- [AAIS Webinar Series (12)](https://aaisviews.aaisonline.com/aais-views/tag/aais-webinar-series)
- [New/Emerging Risks (12)](https://aaisviews.aaisonline.com/aais-views/tag/new-emerging-risks)
- [P&C Insurers (12)](https://aaisviews.aaisonline.com/aais-views/tag/pc-insurers)
- [Community (11)](https://aaisviews.aaisonline.com/aais-views/tag/community)
- [Regulatory/Compliance (11)](https://aaisviews.aaisonline.com/aais-views/tag/regulatory-compliance)
- [AAIS Views (10)](https://aaisviews.aaisonline.com/aais-views/tag/aais-views)
- [Tech News (10)](https://aaisviews.aaisonline.com/aais-views/tag/tech-news)
- [Commercial Auto (9)](https://aaisviews.aaisonline.com/aais-views/tag/commercial-auto)
- [Insights (9)](https://aaisviews.aaisonline.com/aais-views/tag/insights)
- [Machine Learning/AI (9)](https://aaisviews.aaisonline.com/aais-views/tag/machine-learning-ai)
- [openIDL (9)](https://aaisviews.aaisonline.com/aais-views/tag/openidl)
- [Blockchain (8)](https://aaisviews.aaisonline.com/aais-views/tag/blockchain)
- [Personal Lines (8)](https://aaisviews.aaisonline.com/aais-views/tag/personal-lines)
- [Telematics (8)](https://aaisviews.aaisonline.com/aais-views/tag/telematics)
- [Underwriting (8)](https://aaisviews.aaisonline.com/aais-views/tag/underwriting)
- [Data (7)](https://aaisviews.aaisonline.com/aais-views/tag/data)
- [Homeowners (7)](https://aaisviews.aaisonline.com/aais-views/tag/homeowners)
- [Insurance Line of Business (7)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-line-of-business)
- [Risk (7)](https://aaisviews.aaisonline.com/aais-views/tag/risk)
- [Data Management/Distributed Ledger (6)](https://aaisviews.aaisonline.com/aais-views/tag/data-management-distributed-ledger)
- [Insurance Operations (6)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-operations)
- [Legislation & Regulation (6)](https://aaisviews.aaisonline.com/aais-views/tag/legislation-regulation)
- [Modeling/Predictive Analytics (6)](https://aaisviews.aaisonline.com/aais-views/tag/modeling-predictive-analytics)
- [auto insurance (6)](https://aaisviews.aaisonline.com/aais-views/tag/auto-insurance)
- [Advisory Report (4)](https://aaisviews.aaisonline.com/aais-views/tag/advisory-report)
- [Analytics (4)](https://aaisviews.aaisonline.com/aais-views/tag/analytics)
- [Commercial Lines (4)](https://aaisviews.aaisonline.com/aais-views/tag/commercial-lines)
- [Compliance (4)](https://aaisviews.aaisonline.com/aais-views/tag/compliance)
- [Fire (4)](https://aaisviews.aaisonline.com/aais-views/tag/fire)
- [Modeling/Actuarial (4)](https://aaisviews.aaisonline.com/aais-views/tag/modeling-actuarial)
- [NAIC (4)](https://aaisviews.aaisonline.com/aais-views/tag/naic)
- [Policy Administration (4)](https://aaisviews.aaisonline.com/aais-views/tag/policy-administration)
- [Regulation (4)](https://aaisviews.aaisonline.com/aais-views/tag/regulation)
- [Remote Work (4)](https://aaisviews.aaisonline.com/aais-views/tag/remote-work)
- [WAHVE (4)](https://aaisviews.aaisonline.com/aais-views/tag/wahve)
- [Working in Insurance (4)](https://aaisviews.aaisonline.com/aais-views/tag/working-in-insurance)
- [insurance automation (4)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-automation)
- [AAIS Auto Program (3)](https://aaisviews.aaisonline.com/aais-views/tag/aais-auto-program)
- [Actuarial (3)](https://aaisviews.aaisonline.com/aais-views/tag/actuarial)
- [BluePond.AI (3)](https://aaisviews.aaisonline.com/aais-views/tag/bluepond-ai)
- [CHRP Technologies (3)](https://aaisviews.aaisonline.com/aais-views/tag/chrp-technologies)
- [COVID-19 (3)](https://aaisviews.aaisonline.com/aais-views/tag/covid-19)
- [Cannabis (3)](https://aaisviews.aaisonline.com/aais-views/tag/cannabis)
- [Cogitate (3)](https://aaisviews.aaisonline.com/aais-views/tag/cogitate)
- [Digitization (3)](https://aaisviews.aaisonline.com/aais-views/tag/digitization)
- [Farm & Ag (3)](https://aaisviews.aaisonline.com/aais-views/tag/farm-ag)
- [Farming (3)](https://aaisviews.aaisonline.com/aais-views/tag/farming)
- [Industry (3)](https://aaisviews.aaisonline.com/aais-views/tag/industry)
- [Inland Marine (3)](https://aaisviews.aaisonline.com/aais-views/tag/inland-marine)
- [Insurance News/Current Events (3)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-news-current-events)
- [LenderDock (3)](https://aaisviews.aaisonline.com/aais-views/tag/lenderdock)
- [MGA (3)](https://aaisviews.aaisonline.com/aais-views/tag/mga)
- [Mind Maps (3)](https://aaisviews.aaisonline.com/aais-views/tag/mind-maps)
- [OneShield (3)](https://aaisviews.aaisonline.com/aais-views/tag/oneshield)
- [Pinpoint Predictive (3)](https://aaisviews.aaisonline.com/aais-views/tag/pinpoint-predictive)
- [UBI (3)](https://aaisviews.aaisonline.com/aais-views/tag/ubi)
- [Usage Based Insurance (3)](https://aaisviews.aaisonline.com/aais-views/tag/usage-based-insurance)
- [catastrophe (3)](https://aaisviews.aaisonline.com/aais-views/tag/catastrophe)
- [membership (3)](https://aaisviews.aaisonline.com/aais-views/tag/membership)
- [AAIS FLAMES (2)](https://aaisviews.aaisonline.com/aais-views/tag/aais-flames)
- [ADAS (2)](https://aaisviews.aaisonline.com/aais-views/tag/adas)
- [Agile (2)](https://aaisviews.aaisonline.com/aais-views/tag/agile)
- [Builders Risk (2)](https://aaisviews.aaisonline.com/aais-views/tag/builders-risk)
- [Business Interruption (2)](https://aaisviews.aaisonline.com/aais-views/tag/business-interruption)
- [CannaBOP (2)](https://aaisviews.aaisonline.com/aais-views/tag/cannabop)
- [Data Management (2)](https://aaisviews.aaisonline.com/aais-views/tag/data-management)
- [FLAMES (2)](https://aaisviews.aaisonline.com/aais-views/tag/flames)
- [Flood Insurance (2)](https://aaisviews.aaisonline.com/aais-views/tag/flood-insurance)
- [GLC (2)](https://aaisviews.aaisonline.com/aais-views/tag/glc)
- [GhostDraft (2)](https://aaisviews.aaisonline.com/aais-views/tag/ghostdraft)
- [InsurIQ (2)](https://aaisviews.aaisonline.com/aais-views/tag/insuriq)
- [Insurance Market (2)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-market)
- [IoT (2)](https://aaisviews.aaisonline.com/aais-views/tag/iot)
- [Machine Learning (2)](https://aaisviews.aaisonline.com/aais-views/tag/machine-learning)
- [NatCats (2)](https://aaisviews.aaisonline.com/aais-views/tag/natcats)
- [OwlSurance (2)](https://aaisviews.aaisonline.com/aais-views/tag/owlsurance)
- [Robotics/Drones (2)](https://aaisviews.aaisonline.com/aais-views/tag/robotics-drones)
- [S2M Toolkit (2)](https://aaisviews.aaisonline.com/aais-views/tag/s2m-toolkit)
- [Tapoly (2)](https://aaisviews.aaisonline.com/aais-views/tag/tapoly)
- [flood (2)](https://aaisviews.aaisonline.com/aais-views/tag/flood)
- [reThought Flood (2)](https://aaisviews.aaisonline.com/aais-views/tag/rethought-flood)
- [risk management (2)](https://aaisviews.aaisonline.com/aais-views/tag/risk-management)
- [risk mitigation (2)](https://aaisviews.aaisonline.com/aais-views/tag/risk-mitigation)
- [talent gap (2)](https://aaisviews.aaisonline.com/aais-views/tag/talent-gap)
- [2020 VME (1)](https://aaisviews.aaisonline.com/aais-views/tag/2020-vme)
- [AAIS Risk Awareness Service (1)](https://aaisviews.aaisonline.com/aais-views/tag/aais-risk-awareness-service)
- [AAIS Wildfire Resource Center (1)](https://aaisviews.aaisonline.com/aais-views/tag/aais-wildfire-resource-center)
- [Agribusiness (1)](https://aaisviews.aaisonline.com/aais-views/tag/agribusiness)
- [All Access Membership (1)](https://aaisviews.aaisonline.com/aais-views/tag/all-access-membership)
- [Apoorva Insurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/apoorva-insurance)
- [Autonomous Vehicles (1)](https://aaisviews.aaisonline.com/aais-views/tag/autonomous-vehicles)
- [Battery Fires (1)](https://aaisviews.aaisonline.com/aais-views/tag/battery-fires)
- [Behavioral Intelligence (1)](https://aaisviews.aaisonline.com/aais-views/tag/behavioral-intelligence)
- [Brokers (1)](https://aaisviews.aaisonline.com/aais-views/tag/brokers)
- [Business (1)](https://aaisviews.aaisonline.com/aais-views/tag/business)
- [California (1)](https://aaisviews.aaisonline.com/aais-views/tag/california)
- [Chainyard (1)](https://aaisviews.aaisonline.com/aais-views/tag/chainyard)
- [Climate Change (1)](https://aaisviews.aaisonline.com/aais-views/tag/climate-change)
- [Cloverleaf Analytics (1)](https://aaisviews.aaisonline.com/aais-views/tag/cloverleaf-analytics)
- [Connecticut (1)](https://aaisviews.aaisonline.com/aais-views/tag/connecticut)
- [Cyber (1)](https://aaisviews.aaisonline.com/aais-views/tag/cyber)
- [Data Call (1)](https://aaisviews.aaisonline.com/aais-views/tag/data-call)
- [Davies (1)](https://aaisviews.aaisonline.com/aais-views/tag/davies)
- [Economy (1)](https://aaisviews.aaisonline.com/aais-views/tag/economy)
- [Executive (1)](https://aaisviews.aaisonline.com/aais-views/tag/executive)
- [FM Global Group (1)](https://aaisviews.aaisonline.com/aais-views/tag/fm-global-group)
- [Farmowners (FO) (1)](https://aaisviews.aaisonline.com/aais-views/tag/farmowners-fo)
- [FilingRamp (1)](https://aaisviews.aaisonline.com/aais-views/tag/filingramp)
- [Fire Advisory Council (1)](https://aaisviews.aaisonline.com/aais-views/tag/fire-advisory-council)
- [Fire Mitigation (1)](https://aaisviews.aaisonline.com/aais-views/tag/fire-mitigation)
- [Florida (1)](https://aaisviews.aaisonline.com/aais-views/tag/florida)
- [Florida Insurance Market (1)](https://aaisviews.aaisonline.com/aais-views/tag/florida-insurance-market)
- [GenAI (1)](https://aaisviews.aaisonline.com/aais-views/tag/genai)
- [Gig Economy (1)](https://aaisviews.aaisonline.com/aais-views/tag/gig-economy)
- [Hyperledger (1)](https://aaisviews.aaisonline.com/aais-views/tag/hyperledger)
- [IBM (1)](https://aaisviews.aaisonline.com/aais-views/tag/ibm)
- [IMUA (1)](https://aaisviews.aaisonline.com/aais-views/tag/imua)
- [INFORCE (1)](https://aaisviews.aaisonline.com/aais-views/tag/inforce)
- [Inflation (1)](https://aaisviews.aaisonline.com/aais-views/tag/inflation)
- [Innovation (1)](https://aaisviews.aaisonline.com/aais-views/tag/innovation)
- [Insurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance)
- [Insurance Advisory (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-advisory)
- [Insurance Agents (1)](https://aaisviews.aaisonline.com/aais-views/tag/insurance-agents)
- [Legacy Systems (1)](https://aaisviews.aaisonline.com/aais-views/tag/legacy-systems)
- [Linux Foundation (1)](https://aaisviews.aaisonline.com/aais-views/tag/linux-foundation)
- [Modern Advisory Services (1)](https://aaisviews.aaisonline.com/aais-views/tag/modern-advisory-services)
- [Monitaur (1)](https://aaisviews.aaisonline.com/aais-views/tag/monitaur)
- [Mutual Boiler Re (1)](https://aaisviews.aaisonline.com/aais-views/tag/mutual-boiler-re)
- [Open Source (1)](https://aaisviews.aaisonline.com/aais-views/tag/open-source)
- [P&C (1)](https://aaisviews.aaisonline.com/aais-views/tag/pc)
- [Rally (1)](https://aaisviews.aaisonline.com/aais-views/tag/rally)
- [SimpleSolve (1)](https://aaisviews.aaisonline.com/aais-views/tag/simplesolve)
- [Sproutr (1)](https://aaisviews.aaisonline.com/aais-views/tag/sproutr)
- [Stanley Parsons Insurance Services (1)](https://aaisviews.aaisonline.com/aais-views/tag/stanley-parsons-insurance-services)
- [Statistical Reporting (1)](https://aaisviews.aaisonline.com/aais-views/tag/statistical-reporting)
- [TNEDICCA (1)](https://aaisviews.aaisonline.com/aais-views/tag/tnedicca)
- [WSRB (1)](https://aaisviews.aaisonline.com/aais-views/tag/wsrb)
- [hurricanes (1)](https://aaisviews.aaisonline.com/aais-views/tag/hurricanes)
- [pandemic (1)](https://aaisviews.aaisonline.com/aais-views/tag/pandemic)
- [property & casualty (1)](https://aaisviews.aaisonline.com/aais-views/tag/property-casualty)
- [reinsurance (1)](https://aaisviews.aaisonline.com/aais-views/tag/reinsurance)
- [risk awareness service (1)](https://aaisviews.aaisonline.com/aais-views/tag/risk-awareness-service)
- [solar panels (1)](https://aaisviews.aaisonline.com/aais-views/tag/solar-panels)
- [wildfire (1)](https://aaisviews.aaisonline.com/aais-views/tag/wildfire)

See all

[Share via Facebook](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Faaisviews.aaisonline.com%2Faais-views%2Ftag%2Fmodeling-actuarial) [Share via Twitter](https://twitter.com/intent/tweet?url=https%3A%2F%2Faaisviews.aaisonline.com%2Faais-views%2Ftag%2Fmodeling-actuarial&text=AAIS+Views+%7C+Modeling%2FActuarial) [Share via LinkedIn](https://www.linkedin.com/shareArticle?mini=true&url=https%3A%2F%2Faaisviews.aaisonline.com%2Faais-views%2Ftag%2Fmodeling-actuarial&title=AAIS+Views+%7C+Modeling%2FActuarial&summary=Modeling%2FActuarial+%7C+AAIS+Views+provides+the+latest+updates%2C+alerts%2C+and+news+in+the+P%26amp%3BC+industry.)

# Get the Latest from AAIS Views!

### Register below to receive all blog updates via email.

 

### Contact Us

[membership@aaisonline.com](mailto:membership@aaisonline.com)

 650 Warrenville Rd.,  
Suite 100   
 Lisle, IL 60532

Copyright © 2025 American Association of Insurance Services. All rights reserved.

[![LinkedIn Icon - white-01](https://aaisviews.aaisonline.com/hs-fs/hubfs/Logos/LinkedIn%20Icon%20-%20white-01.png?width=2000&height=2000&name=LinkedIn%20Icon%20-%20white-01.png "LinkedIn Icon - white-01")](https://www.linkedin.com/company/aaisconnect)

[![Facebook](https://aaisviews.aaisonline.com/hs-fs/hubfs/Facebook%20Icon%20-%20white-01.png?width=100&height=100&name=Facebook%20Icon%20-%20white-01.png "Facebook")](https://www.facebook.com/AAISconnect/)

[![logo-white-1](https://aaisviews.aaisonline.com/hs-fs/hubfs/Logos/logo-white-1.png?width=1956&height=2000&name=logo-white-1.png "logo-white-1")](https://twitter.com/AAISConnect)

[![YouTube](https://aaisviews.aaisonline.com/hs-fs/hubfs/yt_icon_white_logo_youtube_192px_clr.png?width=100&height=100&name=yt_icon_white_logo_youtube_192px_clr.png "YouTube")](https://www.youtube.com/channel/UCmKNcKCNTsG6vSh46SV4ziQ)