FutureProof's E&S Launch Maps the AI-Native MGA Property Playbook

FutureProof launched an E&S program with Bridge Specialty and Accelerant on May 26, 2026, targeting catastrophe-exposed Florida condo and renters business. The bet is that a structure can be priced on its physical condition rather than its ZIP average.

The market it enters is defined by one figure: 40% of Florida condo owners received a special assessment in three years, against a statewide condo market carrying 13.2 months of supply and prices down 6.1% year over year.

Key Takeaways

• 40% of Florida condo owners received a special assessment across three years, on a market with 13.2 months of supply and prices down 6.1% year over year.

• Senate Bill 4-D mandates milestone inspections for buildings three stories or more that are 30 years or older, 25 years within three miles of the coast, and banned waived structural reserve contributions from January 1, 2025.

• Accelerant pools capital from more than 95 risk capital partners, writing $1.14 billion of exchange premium in Q1 2026, up 16% year over year.

• FutureProof reports well over $1 billion in total insurable value written since August 2024, accumulated through a stretch with no major Florida landfall.

• E&S property rates were projected to end 2026 down 10% to 15% from their 2024 peaks, which removes the margin that forgives imprecise selection.

What Post-Surfside Law Did to Availability

The displacement is legislative rather than cyclical, which is why it has not refilled.

The June 2021 collapse of Champlain Towers South killed 98 people and produced Florida Senate Bill 4-D, enacted in May 2022, carrying two provisions that bear directly on insurance. The first requires milestone structural inspections for buildings three stories or more that are 30 years or older, or 25 years within three miles of the coast, with Phase 1 deadlines running from December 2024 into 2025. The second, effective January 1, 2025, ended the practice of waiving structural reserve contributions, so associations that had kept dues affordable by deferring reserves faced mandatory funding at levels the inspections set.

That landed on premiums already elevated by hurricane losses and reinsurance tightening, and produced the 40% special-assessment rate. For an admitted carrier, a building with a deferred reserve schedule, inspection-documented deficiencies, and coastal wind and flood exposure is a risk standard underwriting cannot price without rate increases the Florida regulatory environment constrains.

Exits through 2022 and 2023 pushed policies into E&S and Citizens, and the gap persisted even as broad E&S property capacity returned in 2024 and 2025. Texas runs in parallel on hail frequency and Gulf hurricane exposure.

The structure of the launch reflects what an MGA cannot supply alone. Bridge Specialty carries the surplus lines distribution and compliance layer, since a Florida retail agent cannot reach an E&S market directly. Accelerant supplies capital and issuance through a pool of more than 95 risk capital partners rather than a single fronting carrier, writing $1.14 billion of exchange premium in Q1 2026, up 16% year over year with adjusted EBITDA up more than 70%.

Pricing the Structure Instead of the ZIP

The actuarial problem is not that average losses are high. It is that the loss distribution inside any geography is wide and badly predicted by the segmentation personal lines uses.

A coastal Florida ZIP code can hold a 1950s block-construction building with a failing roof next to a post-2002 code-compliant structure with impact-rated windows and a recent roof. Both draw the same hurricane risk category on standard rate maps. Their probable maximum loss in a major hurricane differs by a factor of two or more.

Pricing at that level of aggregation degrades the book on its own. The higher-risk structure reads the ZIP average as a discount and stays. The lower-risk structure reads it as excessive and shops elsewhere. The MGA that priced to the average then finds it is holding the half of the distribution that made the average, and the following year's indication chases it upward. The alternative for an admitted carrier is to price every risk in the ZIP toward the top of the range, which is unaffordable for the good structures, or to impose blanket exclusions and deductibles that hollow out the product. Both routes end in the availability gap.

FutureProof's engine prices roof condition, building materials, structural characteristics, and age at the individual structure, and the November 2025 Terrafuse acquisition added physics-informed models estimating burn probability at 300-square-foot resolution by simulating fire behavior from weather, topography, and fuel rather than interpolating from observed perimeters. The launch targets wind and flood rather than wildfire, but the architecture is the same substitution: property-level construction and condition data in place of area-level hazard curves.

The consequence sits in the feedback loop, and it is a design decision the program has to make now. Traditional development aggregates losses at program level and applies patterns to estimate ultimates. A model that stratifies risk finely at the front end and observes losses only in aggregate at the back end has no path from experience to recalibration at the granularity it prices on. Closing that requires policy-level loss capture linked to the underwriting record behind each property's premium from day one. Without it the model recalibrates on the aggregate data it was built to improve on.

The Severity Test Has Not Happened, and the Margin Is Going

Everything above describes a program that should perform on frequency. The exposure is on the other tail.

The reported total insurable value of well over $1 billion, written since August 2024, accumulated across a period with no major Florida landfall. The E&S program enters its first underwriting year in June 2026. Frequency losses and standard non-catastrophe claims will exercise the model; a direct hurricane hit on a concentrated book of coastal Florida condominiums is what calibrates it.

When that arrives, the diagnostic problem is separating hurricane model error from pricing model error. Elevated loss ratios in the first two or three years could be underpricing across the book, adverse selection from the inventory admitted carriers left behind, a storm sequence beyond the long-run average, or a mix. A property-level model can in principle separate them by asking whether losses concentrate in the strata the model scored higher-risk, which is consistent with segmentation working and return periods being exceeded, or spread uniformly, which is not. That test needs credible segment-level paid-loss data, and less than two years across the admitted and E&S books does not produce it.

The cycle removes the cushion that would otherwise cover the wait. E&S property rates were projected to finish 2026 down 10% to 15% from their 2024 peaks, and the January and June cat reinsurance renewals confirmed the direction.

A hard market carries enough rate margin to forgive imprecise selection on a mixed book. A softening one does not, and the Florida condo availability gap does not soften with it, because the inspection and reserve laws that created it are permanent rather than event-driven. The program has to prove its selection edge in exactly the conditions where an error in it costs the most and surfaces the slowest.