@millimaninsight

Independent actuarial firm with consulting practices in healthcare, employee benefits, property & casualty insurance, life insurance and financial services.

 Global firm
us.milliman.com/en/insight/worldwide-insight#sort=%40m_artdate%20descending
Joined October 2009
  • Tweets8K
  • Following370
  • Followers3.6K
2.1KMedia
As experience develops under the new maternity care coding structure, Milliman can use emerging claims data and episode-based analytics to establish benchmarks, identify outlier billing or utilization patterns, and assess the broader impact on maternity care. 馃敆 bit.ly/47nvGrj #Milliman #Actuaries #Maternity #Healthcare
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Plan funding levels are improving, and now is a good time for sponsors to take another look at their frozen defined benefit plans. 馃敆 bit.ly/4B3bBUF #Milliman #Actuaries #EmployeeBenefits #Retirement
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The successful training and deployment of artificial intelligence tools are highly dependent on the quality of their input data. As the proliferation of #AI tools for healthcare applications continues, it is critically important that stakeholders consider the provenance and quality of any data used to power an AI application. 馃敆 bit.ly/3WdOMh1 #Milliman #Actuaries #Healthcare
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State-based healthcare cost growth target programs: bit.ly/4jUAKL4 This white paper analyzes three components of these programs that influence measurement results: the trend rate benchmark itself, the handling of high-cost claimants, and the presence of risk adjustment.

State-based healthcare cost growth target programs

State-level cost growth benchmark programs aim to increase accountability and control healthcare spending, but effectiveness depends on how accurately costs are measured.

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The Inflation Reduction Act of 2022 implemented extensive changes to the Medicare program intended to reduce beneficiary costs, including the Medicare Drug Price Negotiation Program. Milliman's white paper provides an overview of key concepts for stakeholders to understand related to these new dynamics: bit.ly/3UgNX6D #Milliman #Actuaries #Healthcare
Cover of a white paper titled 'MFPs beyond Part D: What Maximum Fair Prices mean for Part B stakeholders' with a geometric blue and white logo on a dark background.

ALT Cover of a white paper titled 'MFPs beyond Part D: What Maximum Fair Prices mean for Part B stakeholders' with a geometric blue and white logo on a dark background.

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Mortgages originated using VantageScore had a higher interest rate than a comparable loan priced under FICO, according to Milliman analysis of a pilot program held during summer 2026. Read more here: bit.ly/4jIouxa
Aerial view of a suburban neighborhood with rows of houses alongside text about mortgage pricing under VantageScore.

ALT Aerial view of a suburban neighborhood with rows of houses alongside text about mortgage pricing under VantageScore.

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Milliman has been named by Disability:IN as one of the World's Top Disability Inclusive Business for a second year in a row. This recognition validates our inclusive culture, and our unwavering commitment to supporting and advancing employees of all backgrounds. We are honored to receive this designation. #Milliman #LifeAtMilliman #MillimanCareers #Actuaries #DisabilityInclusion
Milliman named a 2026 World's Top Disability Inclusive Business for fostering a disability-friendly workplace.

ALT Milliman named a 2026 World's Top Disability Inclusive Business for fostering a disability-friendly workplace.

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AI agents that once took months to build can now be built in a weekend. The question is whether we always understand what we鈥檝e built so quickly. Milliman explores what this means for actuaries, why understanding is important, and how insurers can make better build-versus-buy decisions as governance expectations evolve: bit.ly/4rQAW00 #Milliman #Actuaries #AI
Cover page of Milliman white paper on building and explaining actuarial AI agents.

ALT Cover page of Milliman white paper on building and explaining actuarial AI agents.

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Medical coding intensity is a growing topic of concern in U.S. #healthcare. Coding-driven impacts on provider reimbursement continue to rise and AI-assisted clinical documentation integrity technologies become increasingly prevalent. This paper analyzes nationwide medical coding trends and their associated financial implications: bit.ly/3W84yKh #Milliman #MedicalCoding #AI #Actuaries
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NEW: Pension Funding Index鈥擮ctober 2026. Corporate pension funded percentage soars in September. bit.ly/47I9zMg #Milliman #Pensions #PensionFundingIndex #EmployeeBenefits
Corporate pension funding ratio rose to 114.5% in September due to surging discount rates, as reported in the October 2026 Pension Funding Index.

ALT Corporate pension funding ratio rose to 114.5% in September due to surging discount rates, as reported in the October 2026 Pension Funding Index.

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New episode of Critical Point: Shawna Meyer, CEO of long-term care reinsurer ERAC, joins Robert Eaton to discuss how Lean manufacturing principles, including problem-solving and continuous improvement, can help companies integrate AI technology. 馃帶Listen now: bit.ly/4j9XWES #Milliman #CriticalPointPodcast #Insurance #MillimanAISolutions #Actuaries
Podcast episode discussing how Lean manufacturing principles aid insurers in adopting AI for continuous improvement.

ALT Podcast episode discussing how Lean manufacturing principles aid insurers in adopting AI for continuous improvement.

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We鈥檙e pleased to announce the launch of Milliman鈥檚 Business Advisory practice in the UK, led by Callum Mayor and David Laird. This new practice brings transformation, strategic consulting, and AI expertise. Details in the full press release: bit.ly/3VT78no #Milliman #Investments #Retirement #FinancialServices #MillimanAISolutions
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Milliman releases Contract Clarity for Healthcare, an AI-powered platform for #healthcare contract analytics. Generative AI and Milliman cost models turn dense healthcare contracts into structured, benchmarked insight in minutes, not weeks. Read more in our press release: bit.ly/4zbyL9I #Milliman #ArtificialIntelligence #MillimanAISolutions
Milliman's AI-powered Contract Clarity platform analyzes healthcare contracts to identify high-risk clauses and benchmark terms for better negotiation.

ALT Milliman's AI-powered Contract Clarity platform analyzes healthcare contracts to identify high-risk clauses and benchmark terms for better negotiation.

Testimonial from Michael Hunter on a platform simplifying pharmacy and healthcare contracts by linking terms to cost models for quick review.

ALT Testimonial from Michael Hunter on a platform simplifying pharmacy and healthcare contracts by linking terms to cost models for quick review.

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Milliman releases Milliman Opensource Platform System, an AI-enhanced platform for deploying Python models. The Opensource Platform System unifies model execution, workflow orchestration, and governance, with an embedded agentic AI assistant. Learn more in our press release: bit.ly/3TtpN8F #Milliman #MillimanAISolutions #ArtificialIntelligence
Announcement of Milliman's new open-source AI platform for deploying Python models efficiently.

ALT Announcement of Milliman's new open-source AI platform for deploying Python models efficiently.

Milliman AI Solutions platform integrates model execution, workflow orchestration, and governance with on-demand compute and native code repository connections.

ALT Milliman AI Solutions platform integrates model execution, workflow orchestration, and governance with on-demand compute and native code repository connections.

Portrait of a smiling man in a suit and tie, accompanied by a quote about improving actuarial Python model efficiency with the Opensource Platform System.

ALT Portrait of a smiling man in a suit and tie, accompanied by a quote about improving actuarial Python model efficiency with the Opensource Platform System.

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Milliman and Monitaur team up to offer comprehensive #AI governance solution. Milliman and Monitaur today announced a collaboration under Milliman鈥檚 Strategic Alliance and Ecosystem Program to offer a comprehensive AI governance solution. Details in the full press release: bit.ly/4rF7vOh #Milliman #MillimanAISolutions #AIGovernance #Insurance #Actuaries #InsureTech
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Milliman releases Milliman Compliance Intelligence, an AI-native insurance regulatory platform. Learn more in our press release: bit.ly/4just0e #Milliman #MillimanAISolutions #InsureTech
Milliman Compliance Intelligence is an AI-driven platform for insurance regulatory review and compliance management across states.

ALT Milliman Compliance Intelligence is an AI-driven platform for insurance regulatory review and compliance management across states.

Portrait of a man in glasses and a suit above a quote about AI-native insurance tools saving time on state-by-state rule research.

ALT Portrait of a man in glasses and a suit above a quote about AI-native insurance tools saving time on state-by-state rule research.

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Milliman launches Milliman AI Solutions Practice. Today, we're announcing the launch of #MillimanAISolutions, a designated practice designed to work alongside Milliman鈥檚 existing insurance, #healthcare, and employee benefits teams to deliver transformative artificial intelligence solutions to the markets they serve. Details in the full press release: bit.ly/4ryqOsq #Milliman #Insurance #Actuaries #AI
Aerial view of a cityscape with skyscrapers under a dark blue banner announcing Milliman's new AI Solutions practice.

ALT Aerial view of a cityscape with skyscrapers under a dark blue banner announcing Milliman's new AI Solutions practice.

Milliman AI Solutions offers services like accelerated claims review and sentiment tracking for healthcare inflation.

ALT Milliman AI Solutions offers services like accelerated claims review and sentiment tracking for healthcare inflation.

Professional headshot of a man with glasses beside a quote about Milliman AI Solutions bridging AI expertise and business understanding.

ALT Professional headshot of a man with glasses beside a quote about Milliman AI Solutions bridging AI expertise and business understanding.

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August 2026 marked four years since the Inflation Reduction Act was signed into law, with 2026 being the second year of the fully redesigned #Medicare Part D benefit. 馃敆 bit.ly/3T0yDdB #Milliman #InflationReductionAct #Healthcare #Insurance

Indirect impacts of the Inflation Reduction Act benefit redesign on Medicare Part D

We reflect on the redesigned Medicare Part D benefit under the Inflation Reduction Act, including shortfalls in funding mechanics and potential adjustments.

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Pension Funding Index September 2026: bit.ly/4y5c9HT Milliman analysis: Corporate pension funded ratio inched up to 112.2% in August. The funded status of the Milliman PFI plans grew by $3 billion, thanks to market returns that outweighed a small discount rate decrease. #Milliman #Pensions #PensionFundingIndex #EmployeeBenefits
Pension Funding Index for September 2026 shows Milliman 100 PFI funded ratio at 112.2% by end of August.

ALT Pension Funding Index for September 2026 shows Milliman 100 PFI funded ratio at 112.2% by end of August.

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Public pension plans during July follow same pattern as June: Slightly negative investment return of -0.1% contributes to $38 billion decrease in the funded status for largest U.S. public pension plans. 馃敆 bit.ly/4idzbr0 #Milliman #Pension #EmployeeBenefits #Actuaries #RiskManagement
Public Pension Funding Index for August 2026 shows funding at 88.2% as of July 31, 2026, with a recent decline.

ALT Public Pension Funding Index for August 2026 shows funding at 88.2% as of July 31, 2026, with a recent decline.

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