Insurtech Business Models: Premium, Distribution Fees and Retained Risk

An insurer, an MGA, a broker and a software provider can all participate in the same policy. They earn different consideration and carry different obligations. A commercial comparison becomes useful when it identifies who bears the risk, who owns the customer relationship and what triggers each participant's fee.

This article traces premium, distribution and platform economics through those roles. It explains written and earned premium, reinsurance and renewal before examining retained revenue and costs. The evidence is bounded to 2025 and the final distributor calculation is hypothetical.

Premium timing and the insured period

Put the exact label beside every premium number. The NAIC glossary distinguishes written premium, the contractually determined amount charged for the effective period, from earned premium, the portion allocated to the period in which coverage has been provided. Direct written premium is before ceding a portion to a reinsurer; net written premium is after that cession. These are related measures with different decision uses.

An investor may be shown gross written premium, direct written premium, assumed premium, gross earned premium, ceded earned premium, net earned premium, or premium revenue. Record the legal entity, line of business, geography, currency, period, policy count, and whether cancellations and endorsements are included. A percentage growth rate without those fields is not a comparable market signal.

Separate written premium from earned premium

Written premium can rise immediately when policies are issued, while earned premium recognizes the coverage period over time. A new annual policy written on the last day of a quarter contributes almost all of its written amount to that quarter but only a small amount of earned premium. Conversely, a slowdown in new business can coexist with rising earned premium as an older book runs off.

Use a roll-forward: beginning unearned premium, written premium, cancellations and endorsements, and ending unearned premium. Then reconcile the resulting earned amount to the income statement. The period choice matters for an insurtech because a commission may be recognized at policy inception under a service contract while carrier premium is earned over the coverage term.

Carrier, distribution and platform business models

“Insurtech” is a value-chain position, not a single accounting model. A carrier accepts insurance risk and records premium; an MGA or program administrator may underwrite within delegated authority; a broker or agent places coverage; a platform may supply distribution, software, data, or claims workflow. One company can perform several roles, but the contract and regulated entity determine the economics.

The EIOPA IDD definitions include advising, proposing, concluding, and assisting with administration and claims within insurance distribution. They also define remuneration broadly to include commissions, fees, charges, and other economic benefits. For a buyer map, identify the risk carrier, capacity provider, distributor, policy administrator, claims operator, and software provider before assigning revenue.

Distinguish premium from commissions and fees

An MGA or distributor may earn a negotiated percentage of premium, a policy fee, a service fee, or contingent underwriting commission. Those receipts are not the same as premium revenue held by an insurer. The Hagerty 2024 annual report describes commission and fee revenue earned from carriers and a contingent commission linked to written premium and loss results. The rate, service obligation, and risk transfer determine the reporting line.

Ask four questions: who is the customer under the revenue contract, what event earns the fee, what costs are passed through, and who pays claims? The answers separate a fee-based platform from a risk-bearing carrier. A premium growth chart can be commercially useful while the insurtech's revenue grows more slowly if its take rate declines or a partner retains more of the economics.

Retained risk, claims and servicing costs

Gross premium is not the same as retained premium. Reinsurance can transfer premium and losses, change capital needs, and create ceding commissions. Lemonade's 2024 Form 10-K shows the distinction directly: gross earned premium was $827.3 million, ceded earned premium was $456.7 million, and net earned premium was $370.6 million. Its revenue also included ceding commission income and commission and other income. The figures are company-specific, but the bridge is broadly useful.

Root likewise reports gross, ceded, and net written and earned premium and explains that quota-share decisions change how much premium and loss the company retains. Track gross-to-net movement separately from underlying policy growth. A higher gross number can coexist with a smaller net base or a different risk appetite after reinsurance.

Read loss ratio and combined ratio

The loss ratio compares incurred losses and loss adjustment expense with earned premium. The expense ratio adds acquisition and operating cost; the combined ratio is their sum. A combined ratio below 100% indicates an underwriting profit before items outside that ratio, while a ratio above 100% indicates an underwriting loss. Definitions can vary by gross or net basis, so preserve the denominator.

Root defines its net loss and LAE ratio as net loss and LAE divided by net premiums earned, and its net combined ratio as the net loss and LAE ratio plus net expense ratio. Use the issuer's definition and period. Do not compare a gross loss ratio with a net combined ratio or treat an underwriting result as total company profit.

Add acquisition, servicing, and claims costs

Premium capture is only attractive after acquisition and operating cost. Include commissions paid to agents, marketing, premium taxes, underwriting labor, policy administration, claims handling, fraud, customer support, cloud infrastructure, compliance, and payment processing. Root describes partnership-channel commissions within acquisition costs and explains that deferred acquisition costs are amortized over the period in which related premium is earned.

For software-only suppliers, the cost stack may be implementation, integration, support, data, security, and sales. For a distributor or MGA, it may include licensing, underwriting staff, claims operations, and agent payouts. Assign each cost to written premium, earned premium, policy count, transaction volume, or active account only when the allocation is defensible.

Renewal quality and policy exposure

Premium growth can come from new policies, rate increases, exposure growth, product mix, or renewals. A cohort view separates those effects. Track policy retention, premium retention, renewal rate, cancellation, average policy term, rate change, exposure change, and loss performance by cohort. A retained policy can produce more premium after a rate increase while the number of policies stays flat.

Use a bridge from beginning renewal premium to ending renewal premium: retained exposure, rate change, new business, cancellations, and coverage changes. If only total written premium is disclosed, label retention as unavailable. Do not turn a management statement about strong renewal into an independently comparable retention statistic.

Separate policy count, premium, and exposure

Policy count is a relationship measure; premium is a price-and-exposure measure; exposure is the insured unit over time. An auto book can grow premium because it insures more vehicles, charges more per vehicle, or covers longer periods. A commercial book can grow through larger limits while the policy count remains constant. Each case changes claims and service workload differently.

Written exposure, earned exposure, written premium and earned premium describe different stages of insurance activity. An average premium must state its numerator, exposure basis and period. For an insurtech, keep policy count, insured exposure, average premium and the contracted service activity separate. None of those measures alone identifies software or intermediary revenue.

Channel control and the reported revenue line

The highest premium channel does not necessarily provide the highest insurtech capture. Direct-to-consumer, embedded, broker, agent, bancassurance, and wholesale channels can have different commission rates, lead costs, conversion, servicing obligations, and renewal ownership. A partner can control customer access while the insurtech controls workflow or data.

The EIOPA distribution-market review reports that commissions remained the prevalent intermediary remuneration model in most EU member states in 2024, with fees prevalent in only a small number. Treat channel economics as a contract question: record take rate, renewal ownership, exclusivity, termination rights, data access, and who pays acquisition and claims costs.

Reconcile insurance revenue with insurtech revenue

An insurer's revenue may include earned premium, ceding commission, investment income, and other income. An MGA's revenue may be commission and fee income under a customer contract. A software vendor may record subscription or implementation revenue. The same policy can therefore appear as premium for one entity and a fee base for another.

Oscar's 2024 Form 10-K illustrates why the label matters: its premium revenue includes member premiums, federal subsidies, risk-adjustment transfers, assumed premiums, and is net of ceded premium under specified reinsurance arrangements. Compare like with like. A technology buyer should ask whether the target reports gross written premium as an operating KPI, fee revenue as GAAP revenue, or both, and then reconcile the two.

Regulatory context and profitability

Health and public-program insurance may include subsidies, risk-adjustment transfers, or other policy mechanisms that are not equivalent to commercial customer payment. The NAIC medical-loss-ratio overview explains that medical loss ratio measures the share of premium spent on clinical care and quality improvement, with the remainder supporting administration, fees, and profit. The measure is useful for a health-insurance context but should not be mixed with a P&C combined ratio.

Regulatory rules also shape the available take rate. The EIOPA general principle requires distributors to act in customers' best interests and bars remuneration arrangements that create incentives to recommend unsuitable products. Document licensing, product governance, disclosures, jurisdiction, and remediation obligations before treating a commission percentage as durable revenue.

Compare contribution with accounting profitability

Contribution can show the economics of a channel before shared costs; accounting profit includes the complete risk, capital, operating, and tax structure. Keep underwriting result, distribution contribution, segment profit, and consolidated net income in separate rows. Reconcile stock compensation, corporate overhead, financing, investment income, taxes, reserves, and any non-GAAP adjustment.

EIOPA has warned about models combining high commissions with unusually low claims ratios because the structure can create poor value for customers. A high take rate is not automatically a good business. Stress claims, retention, commission, reinsurance, and service cost together, and state which variables are observed versus assumed.

Build a premium-to-capture buyer filter

The buyer should be able to follow the policy dollar from placement to the insurtech's recognized revenue and then to contribution. Require the legal entity and period, written and earned definitions, gross and net basis, reinsurance, loss and expense ratios, take rate, retention, acquisition cost, claims and servicing obligations, channel control, and accounting reconciliation.

Scroll horizontally to compare all columns.

A distributor renewal example

Assume a hypothetical distributor places $10 million of written premium and earns a 10% commission on eligible premium. That creates $1 million of commission under the assumed contract. The $10 million remains premium volume; adding it to the commission would count distinct layers of the same policy flow.

In the following comparable cohort, suppose placed premium rises to $12 million but a product-mix change reduces the effective commission rate to 7%. Commission becomes $840,000, a 16% decline despite 20% higher premium. The example ignores contingent commissions, taxes, cancellations and earned-versus-written timing; the relevant contract would determine how each is treated.

Now examine durability: who controls renewal contact and customer data, which policies renew, and what servicing cost accompanies them? A carrier also needs loss and risk-capital analysis. A software vendor needs its licence or usage fee, rather than the distributor's commission. Each model requires its own commercial endpoint.

Compare insurers and distributors only after choosing the same role, premium basis and period. Then examine renewal rights and the costs or risks retained by that participant. A business model with less nominal premium can still have stronger economics if its contract and customer relationship are more durable.