Contactless Vitals for High-Net-Worth Underwriting: How It Works

High net worth underwriting contactless vitals technology is changing how carriers handle their most lucrative applicants. A $5 million or $10 million life insurance policy means the underwriting process goes into overdrive. Full paramedical exams, attending physician statements, financial documentation reviews, multiple blood draws. The whole ordeal can drag past 60 days.

The catch? The applicants who generate the most premium revenue are the same ones most likely to bail on a cumbersome process. These are busy people with concierge physicians, private wealth advisors, and personal assistants running their schedules. Asking them to block off time for a nurse visit and urine sample is, at best, annoying. At worst, the deal dies.

RGA's 2022 global survey of consumer attitudes toward photoplethysmography (PPG) technology found that a majority of respondents were open to using smartphone-based biometric capture for insurance purposes, though comfort levels varied significantly by age group and region.

Why High-Net-Worth Cases Are Different

Underwriting requirements for high face amount policies are far more demanding than standard cases. Nationwide's underwriting guide, for example, allows simplified processes up to $5 million for applicants aged 18–50, but once you push past those thresholds — or the applicant is older — the requirements stack up fast.

For policies above $10 million, carriers typically require:

• Full paramedical examination with blood and urine panels
• Attending physician statements (APS) from all treating physicians
• Electrocardiogram (EKG) or exercise stress tests for older applicants
• Detailed financial questionnaires and net worth verification
• Inspection reports covering lifestyle, travel habits, and avocations

Each step adds days or weeks. The APS alone can take 30 days if the physician's office drags its feet. Meanwhile, the applicant's financial advisor is trying to explain why the coverage matters, and patience is running out.

Gen Re's 2026 analysis of claims patterns for high-net-worth individuals found that this demographic increasingly expects specialized coverage and concierge-level service. Carriers feel the pressure to rethink the underwriting experience without gutting risk assessment quality.

How Contactless Vitals Capture Works

Remote photoplethysmography (rPPG) works by analyzing subtle color changes in facial skin through a standard smartphone camera. The science behind it: every heartbeat pushes blood through capillaries near the skin surface, causing tiny fluctuations in light absorption. A phone camera running at 30 frames per second picks up these changes and extracts vital signs.

Several metrics relevant to underwriting risk can be captured this way:

Vital Sign	What It Indicates	Traditional Method	Contactless Method
Heart rate	Cardiovascular baseline	Stethoscope / ECG	Camera-based rPPG
Heart rate variability	Autonomic nervous system function, stress	Holter monitor / ECG	Camera-based rPPG
Respiratory rate	Pulmonary function	Manual observation	Camera-based rPPG
Blood oxygen (SpO2)	Oxygenation status	Pulse oximeter clip	Camera-based rPPG
Blood pressure estimate	Cardiovascular risk	Sphygmomanometer cuff	Camera-based rPPG

Policybazaar for Business launched their AiSHA platform in India using rPPG, letting employees capture heart rate, HRV, respiration rate, SpO2, blood pressure, and stress index through a single smartphone scan. The technology has moved past the pilot stage across multiple insurance markets.

In South Africa, RGA reported that an insurance company adopted rPPG technology for contactless health monitoring through smartphone cameras, combining biometric facial screening with a few mandatory health questions to issue policies without traditional medical exams.

The Concierge Underwriting Problem

Here's the tension. High-net-worth applicants expect concierge treatment in every aspect of their financial lives. Their private banks assign dedicated relationship managers. Their wealth advisors provide white-glove service. Their accountants are available on weekends.

Then the life insurance process shows up with a nurse, a specimen cup, and a scheduling headache.

Howard Insurance's 2025 analysis of ultra high-net-worth insurance trends found this market segment expects more sophisticated, less intrusive approaches to coverage. The traditional paramedical model feels out of step with how these clients interact with every other financial service.

Contactless vitals technology closes that gap. An applicant completes a health scan from their phone, on their own schedule, in about 60 seconds. No appointment. No stranger at their home or office. No waiting.

That doesn't mean the paramedical exam vanishes entirely for jumbo cases. But carriers can restructure the process. A contactless scan can serve as the initial triage — collecting real biometric data at the point of application — while reserving full medical workups for cases where the initial data flags something worth investigating.

Comparing Underwriting Approaches for High Face Amounts

Factor	Traditional HNW Underwriting	Hybrid (Contactless + Selective Exam)	Fully Accelerated
Time to decision	45–90 days	14–30 days	2–7 days
Applicant experience	Invasive, scheduling-dependent	Mostly digital, exam only if flagged	Fully digital
Data richness	Comprehensive lab work + APS	Vitals + electronic records + selective labs	Electronic records + vitals
Applicable face amounts	Unlimited	Up to $10–20M (carrier dependent)	Typically under $5M
Placement rate risk	Moderate dropout due to delays	Lower dropout, concierge feel	Lowest dropout
Mortality risk confidence	Highest	High (with proper triage criteria)	Moderate

The hybrid approach is where most of the industry conversation lands for high-net-worth cases. Pure acceleration — no labs, no exam, just data — works fine for standard face amounts where the mortality risk per policy is manageable. But when you're underwriting a $15 million policy on a 58-year-old, the cost of getting it wrong is enormous. The hybrid model gets carriers the speed and experience benefits of digital screening without sacrificing the rigor that jumbo cases demand.

How the hybrid workflow operates

The process typically follows this sequence:

• Applicant completes digital application and contactless vitals scan from their phone
• Automated system pulls electronic health records, prescription history, and MIB data
• Underwriting engine evaluates the combined dataset against risk thresholds
• Cases within acceptable parameters get a decision in days, not months
• Cases flagged for additional review get a targeted paramedical exam — not the full battery, just the specific tests the data suggests are needed

This targeted approach means that even when an exam is required, it is shorter and more focused. The applicant isn't doing a full paramedical just because the policy is large. They are doing a specific follow-up because the data showed something that warranted a closer look.

Privacy and Data Handling for Affluent Applicants

High-net-worth individuals are more guarded about personal health data than the general population, and reasonably so. Their health status can affect business valuations, partnership agreements, and public company disclosures. A leaked medical record isn't just a privacy violation — it can carry financial consequences measured in millions.

Contactless vitals technology has a real advantage here. The scan captures physiological signals in real time and extracts vital sign measurements, but it doesn't store video of the applicant's face. The raw footage is processed on-device and discarded. What gets transmitted to the carrier is structured health data — heart rate values, HRV metrics, respiratory patterns — not biometric images.

That's a meaningful distinction when the applicant's attorney or financial advisor reviews the insurance process. Structured vital sign data sits in a different category than facial recognition data or video recordings.

RGA's research on rPPG and insurance found that willingness to share biometric data varies by context. Applicants are more comfortable when data handling is transparent and the technology doesn't feel like surveillance.

What Actuaries Are Watching

The actuarial question here is simple: does the data quality support the risk being assumed? A standard $500,000 policy that slips through with an undetected condition is a manageable loss. A $20 million policy is not.

Accenture's 2025 predictions for life insurance underwriting pointed to digital data sources and generative AI as drivers of underwriting efficiency. But efficiency and accuracy aren't the same thing. Actuarial teams want mortality experience data before they trust any new data source for jumbo cases.

The academic evidence so far looks encouraging. Studies from MIT, the University of Oulu, and several Chinese research universities have shown that camera-based vital sign measurement can match contact-based sensor accuracy under controlled conditions. The open question for actuaries: how does that accuracy hold up in the real world — different lighting, different skin tones, different devices — and are the captured vital signs predictive of mortality the way traditional lab panels are?

This is why the hybrid approach makes sense as a transitional model. Carriers can build their mortality experience dataset using contactless vitals as a supplement to traditional data, gradually expanding the role of digital health data as the evidence base grows.

The Distribution Channel Angle

Something that gets overlooked in underwriting technology conversations is how it affects distribution. High-net-worth life insurance is almost exclusively sold through specialized agents and financial advisors. These intermediaries compete partly on the quality of the underwriting experience they can offer their clients.

An advisor who can tell a prospect, "You can do the initial health screening from your phone right now, and we'll have a preliminary answer within days" has a meaningful advantage over one who says, "We'll need to schedule a paramedical exam, and you should expect to wait six to eight weeks."

The technology becomes a sales tool, not just an underwriting tool. For carriers, making underwriting more advisor-friendly is one of the most direct ways to attract high-net-worth business.

Current Research and Evidence

The research base supporting camera-based vital sign measurement keeps expanding. A few developments relevant to the high-net-worth underwriting case:

• RGA's global consumer survey found that smartphone-based biometric capture was acceptable to most respondents for insurance purposes, with higher acceptance among younger demographics
• Academic research from the University of Oulu's Center for Machine Vision and Signal Analysis has published extensively on rPPG accuracy across different skin tones and lighting conditions
• Policybazaar's deployment of rPPG-based health scanning across India's insurance market represents one of the largest real-world implementations of the technology
• South African insurers, as documented by RGA, have moved from pilot to production with rPPG-based underwriting for certain product lines
• The Nationwide underwriting guide's framework for simplified processes up to $5 million suggests that carriers are already comfortable with reduced medical requirements for substantial face amounts

The gap between where the technology stands and where carriers need it for jumbo underwriting is narrowing. It hasn't closed yet. The carriers moving fastest treat contactless vitals as one input in a multi-source underwriting model, not a wholesale replacement for traditional data.

The Future of High-Net-Worth Underwriting

The direction is clear, even if the timeline isn't. Within a few years, the standard high-net-worth underwriting workflow will probably look something like: digital application, instant contactless vitals scan, automated electronic data pulls, AI-assisted risk scoring, and then a human underwriter reviewing the assembled package and making the final call on cases above a certain threshold.

The paramedical exam won't vanish entirely for the largest policies. But it shifts from a default requirement to a targeted follow-up, ordered only when digital data flags a specific concern. That alone could cut average cycle times for high-net-worth cases by 30 to 50 percent.

For affluent applicants, the change can't come soon enough. Insurance has been one of the last holdouts in financial services when it comes to going digital. Banking went digital. Wealth management went digital. Even tax prep went digital. Life insurance underwriting has been stubbornly analog, and the people who notice that most are the ones used to seamless digital experiences everywhere else.

Companies like Circadify are working to bring contactless vitals technology to the insurance underwriting workflow, offering rPPG-based health screening that can be embedded directly into digital application platforms. For carriers looking to modernize their high-net-worth underwriting process, exploring these solutions is worth the conversation. Learn more at circadify.com.

Frequently Asked Questions

Can contactless vitals replace the paramedical exam for large policies?

Not yet. For policies under $5 million, many carriers are already comfortable with accelerated processes that skip or reduce medical requirements. For jumbo cases above $10 million, contactless vitals work best as an initial screening layer, with targeted exams reserved for flagged cases.

How accurate is rPPG-based vital sign measurement?

Academic research shows rPPG can measure heart rate and respiratory rate with accuracy comparable to contact-based sensors under controlled conditions. Blood pressure estimation is less precise and still being refined. For underwriting, the technology works best as a triage tool — identifying who actually needs further testing.

Are high-net-worth applicants comfortable with phone-based health screening?

Mostly yes. RGA's survey data shows comfort with biometric data sharing goes up when the process is transparent and applicants understand how data is handled. High-net-worth applicants tend to appreciate scanning from their own device over hosting a nurse visit — it's both more convenient and more private.

How does this affect underwriting cycle time for jumbo cases?

A hybrid approach using contactless vitals for initial screening can cut average cycle times from 60–90 days to 14–30 days for cases that don't need additional medical workup. Even cases requiring follow-up benefit because the process is more targeted — specific tests, not the full paramedical battery.