ForceShield.ai

Risk-selected FAIR Plan depopulation

We score every home in the FAIR Plan's residual book on the same evidence — so capacity can take the slice that's already better than the blended book, instead of the whole book blind.

The selection is data-driven, and disclosed the way a rate filing is: you see the inputs and the output — not the algorithm.

ForceShield is not the FAIR Plan clearinghouse. Participating carriers contract with that program directly; ForceShield provides the risk-selection evidence.

How it works

One engine, many theses — the strategy is the selection, not a roster of names.

01

Score

Every home in the residual book gets a per-property hardening and exposure score, built from public and remote-sensed evidence.

02

Select

Each carrier takes its own appetite — a hardened, high-value slice, or a controlled admitted re-entry — off the same scored book.

03

Depopulate

Selected homes move to real coverage through the listed broker of record. The FAIR Plan book shrinks — the regulator's own goal.

What the engine reads

The inputs — the same class of evidence a rate filing discloses.

Roof & constructionMaterial, age, structure type and footprint.
Defensible spaceClearance around the structure.
Vegetation & fuelsSurrounding fuel load and continuity.
Structure spacing & densityHow homes sit relative to one another.
Parcel & assessor recordsValue, occupancy, lot and cadastral data.
Aerial & LiDAR featuresHeights and geometry from remote sensing.

Validated against historical fire outcomes. These are the inputs; the weighting that turns them into a per-home score is ours. We disclose the same way we would to a regulator — the evidence and the result, not the recipe.

What the output looks like

The engine sorts the book: the homes worth writing, separated from the ones to leave.

select — hardened, better than the book leave — the losses others inherit blind score continuum

Illustrative. In the live surfaces every home is a real parcel, scored and mapped — with fire perimeters, hazard zones, and past structure damage layered underneath.

See it on your own book

Request a walkthrough of the demo, or access to the data room for the methodology and evidence.