Human Intelligence LLC
Policy Paper  ·  Jamaica  ·  July 2026

Before the Storm

Jamaica cannot stop the hurricane — it can decide, in advance, how much damage the hurricane is allowed to cause
Thomas Green Israel
Founder, Human Intelligence LLC
Graduate, Titchfield High School, Portland, Jamaica
A.Sc. Mathematics & Physics, C.A.S.E.  ·  B.Sc. Physics, Fisk University
ISGAP Fellow, University of Oxford  ·  Yale University School of Divinity (Admitted; Declined)
A.I. Engineer, Deloitte  ·  Contractor, U.S. Department of the Interior
International Student (sabbatical), CWRU Weatherhead School of Management & School of Law
Executive Summary

Jamaica sits in the hurricane belt and floods with predictable regularity. The hazard is not preventable, but the damage is not fixed — the same storm striking a prepared parish and an unprepared one produces very different losses. The difference is decided before the storm arrives, in the mitigation, drainage, building, and readiness choices made in the years and days beforehand. Disaster policy that concentrates on the response — the shelters, the relief, the recovery — is operating at the most expensive and least effective end of the timeline.

The cost of reducing disaster damage rises steeply the later it is spent. A dollar spent on drainage and resilient building before the storm prevents many dollars of damage; a dollar spent on relief after the storm only replaces what was already lost. The most consequential disaster decisions are made when the sky is clear, at the parish level, where the specific vulnerabilities are known and the cheap mitigations are available.

This paper frames disaster resilience as backward induction from an acceptable-loss target to pre-event mitigation, identifies where Jamaica's spending sits too late in the timeline, and offers four recommendations to the Ministry of Local Government and ODPEM for a parish-anchored, mitigation-first strategy.

Fixed hazard
Variable damage — decided before landfall
Steep
The cost of mitigation rises the later it is spent
Parish
Where the specific vulnerabilities and fixes live
Before
The cheap, effective window most spending misses
The Method

Decide the Acceptable Loss, Then Buy It Backward

A hurricane's meteorology is beyond Jamaica's control, but its consequences are not. The same wind and rain produce catastrophic loss where drainage is blocked, building is weak, and no one has planned — and manageable loss where those things were addressed. The damage is therefore a policy variable, set in advance by choices that can be made deliberately.

Backward induction starts from a target: an acceptable level of loss and disruption for a storm of a given severity. It then works backward to the pre-event mitigations — drainage clearance, resilient construction, protected infrastructure, community readiness — that would hold losses to that target, and buys them while the sky is clear. This is the opposite of the reactive posture, where the loss is discovered first and the response funded afterward.

The Gap

Jamaica's disaster spending concentrates at the response and recovery end — the most expensive links, where the money replaces what is already destroyed. The cheap, high-yield links — drainage maintenance, building-code enforcement, hazard mapping, pre-positioned readiness at the parish level — are chronically underfunded because they compete for attention with visible current needs and their payoff is an invisible disaster that did not happen. The timeline of spending is inverted relative to its effectiveness.

The Response

Four Pre-Event, Parish-Level Investments

1
Drainage and Flood Mitigation

Much of Jamaica's recurring flood damage traces to blocked, undersized, or unmaintained drainage. Clearing and upgrading drainage at the parish level is among the cheapest, highest-yield mitigations available, and its neglect is among the most reliable predictors of avoidable flood loss.

2
Building-Code Enforcement in the Vulnerable Zones

The difference between a roof that holds and one that flies is often the difference between a manageable event and a catastrophe. Enforcing resilient building standards, concentrated in the most exposed zones, buys durable protection at the moment of construction — the cheapest moment there is.

3
Parish-Level Hazard Mapping and Readiness

Each parish has its own vulnerability geography — its flood-prone gullies, its exposed coast, its at-risk communities. Mapping these and pre-positioning readiness against the specific local picture is far more effective than a national plan that treats every parish the same.

4
Protecting Critical Infrastructure First

Water, power, health facilities, and roads determine how fast a parish recovers and how many are harmed in the interim. Hardening critical infrastructure before the storm shortens the disruption and reduces the cascade of secondary harm that follows a hit to a lifeline system.

Policy Recommendations

Four Actions for Government

Recommendation 1 — Set Acceptable-Loss Targets and Budget Backward

The Ministry and ODPEM should set explicit acceptable-loss targets for defined storm severities and budget backward from them to the pre-event mitigations that achieve them — shifting the centre of gravity of disaster spending from response to prevention.

Recommendation 2 — Fund Parish Drainage as Recurring Mitigation

Treat drainage clearance and upgrade as a funded, recurring parish obligation rather than an emergency reaction, since blocked drainage is among the most reliable and cheapest-to-remove causes of avoidable flood loss.

Recommendation 3 — Enforce Resilient Building in the Exposed Zones

Concentrate building-code enforcement in the most exposed zones, buying durable storm resilience at the point of construction — the cheapest and most permanent moment to secure it.

Recommendation 4 — Map Hazards and Harden Lifelines Parish by Parish

Build parish-level hazard maps and use them to pre-position readiness and prioritise the hardening of critical water, power, health, and road infrastructure against each parish's specific vulnerabilities.

Conclusion

The Damage Is Decided Before the Rain

Jamaica will be struck by storms; that is settled. What is not settled is how much each storm is allowed to cost, and that is decided in the clear-sky years beforehand, parish by parish, in the drainage cleared, the roofs secured, the maps drawn, and the lifelines hardened. A disaster policy weighted toward response is a policy that pays the most for the least — replacing losses it could have prevented for a fraction of the cost.

Setting an acceptable-loss target and buying it backward through cheap, early, parish-level mitigation is the discipline that separates a country that recovers from a country that is repeatedly ruined. Human Intelligence LLC is prepared to support the Ministry of Local Government and ODPEM in building the acceptable-loss model and parish mitigation prioritisation this strategy requires.

About the Author

Thomas Green Israel is a Jamaican-born polymath, self-taught quantum field theorist, and the founder of Human Intelligence LLC — a proudly Jamaican think tank dedicated to engineering solutions to Jamaica's most complex structural challenges.

Born in Portland and a graduate of Titchfield High School, Thomas holds an Associate of Science in Mathematics and Physics from the College of Agriculture, Science and Education (C.A.S.E.) and a Bachelor of Science in Physics from Fisk University in Nashville, Tennessee. He was an ISGAP Fellow at the University of Oxford and was admitted to Yale University School of Divinity, which he declined in order to pursue independent research. He has served as an Artificial Intelligence Engineer at Deloitte and as a Contractor with the United States Department of the Interior. He is currently a double-admit international student at Case Western Reserve University, jointly enrolled at the Weatherhead School of Management and the School of Law, on academic sabbatical. He is the father of Gianna.

Thomas is answering the Prime Minister's call to come home. He intends to return to Jamaica — not as a visitor, but as a builder — and Human Intelligence LLC is the vehicle for that return. His ambition is to be present in and for this country, doing the work that needs to be done, from here. He welcomes the opportunity to present these findings to the Ministry of Local Government and Community Development and the Office of Disaster Preparedness and Emergency Management.

thomasgreenisrael@gmail.com
This paper was prepared for public distribution. No proprietary methodology or intellectual property of Human Intelligence LLC is disclosed herein. The analysis is based on publicly available sources including published guidance of the Office of Disaster Preparedness and Emergency Management, and reporting by the Jamaica Observer and the Gleaner on flooding, hurricanes, and parish-level disaster response.