- On 28 September 2026 the Jamaica Hotel and Tourist Association reported that 61 per cent of its members' Hurricane Melissa claims are still unresolved, 11 months after landfall.
- A World Bank catastrophe bond paid Jamaica US$150 million 10 days after the storm because it paid on the storm's measured central pressure and path, not on assessed damage.
- AI will not fix the shortage of property loss adjusters. It can help you build a better file and check your sum insured, and a test you can run before 28 October shows whether it helps you.
- Adrian Dunkley's Automation Fragility holds that AI amplifies existing weaknesses when data quality and process gaps are not fixed first. The claims queue has both.
Fifteen. That is how many of the 32 adjusters on the Financial Services Commission's April 2026 list handle property claims, according to the Observer's report of 5 July. General Accident's chief executive told the Observer the insurer cannot pay a claim without an adjuster's report, because the report goes to its reinsurers. With so few property adjusters registered, we expect that to limit the pace. On 28 September 2026 the Gleaner showed what that pace has produced.
What happened: 61 per cent still waiting
On 28 September 2026 the Gleaner reported results of a JHTA survey of tourism claimants. Only 39 per cent have received full settlement and payment. Seventy per cent reported deductions larger than the average clause terms they understood. About a third saw deductions above 40 per cent of the claim. Two thirds expect to recover less than 75 per cent of their losses, and only 10 per cent expect full compensation. JHTA president O'Brian Heron told the paper: "Claims are being paid slowly and settled short, and that leaves a working-capital hole across the sector."
An industry push by the Financial Services Commission, the Insurance Association of Jamaica, the brokers' association and the Loss Adjusters' Association set 30 September as the target for most outstanding claims. The survey landed two days before that date, and the Gleaner reports that 28 per cent of hotels have not reopened. The anniversary of landfall, 28 October, is 26 days away.
The same storm also produced an insurance payout that arrived within 10 days, covered in the next section.
The numbers: two kinds of insurance, two speeds
Start with the size of the hole. The World Bank put physical damage from Melissa at US$8.8 billion, equal to 41 per cent of Jamaica's 2024 GDP, with 41 per cent of that in homes. That is the GRADE rapid estimate of buildings, infrastructure and farms, and it excludes wider economic losses.
Moody's RMS estimated insured losses of US$3 billion to US$5 billion, with a best estimate of US$3.5 billion on 6 November 2025. The same note says hotels carry near-total cover and homes outside affluent areas carry little cover.
Now the fast money. On 7 November 2025 the World Bank announced that Melissa had triggered a full US$150 million payout on Jamaica's catastrophe bond. The trigger was the storm's central pressure and path as reported by the National Hurricane Center, and AIR Worldwide, the independent calculation agent, confirmed it. Landfall was 28 October, so the payout came 10 days later, on measured storm data rather than assessed damage.
Jamaica has bought the same design again. In May 2026 the World Bank priced a new three-year bond giving US$200 million of hurricane cover on a parametric, per-occurrence trigger. The Ministry of Finance says it matures on 23 May 2030 and replaces the US$150 million bond that Melissa used up.
Other state-level money also moved on a fixed schedule. On 16 January 2026 the IMF Executive Board approved about US$415 million of emergency support, 80 per cent of Jamaica's IMF quota, under its large natural disaster window.
The slow money is the indemnity kind that hotels and homeowners hold. The FSC's April 2026 register, reported by the Observer, listed 15 of 32 adjusters handling property claims, against 27 handling motor. In the same report General Accident's chief executive Sharon Donaldson Levine said the company cannot pay a claim without an adjuster report because the report goes to its reinsurers, and that seven in ten of its claims involved underinsurance.
Underinsurance sits under all of it. The Gleaner reported on 10 July that the Insurance Association of Jamaica had indicated roughly 95 per cent of residential properties are underinsured, and that the FSC had opened a review of how insurers apply the average clause. In its own words, the clause can mean an insurer pays 70 per cent of a valid claim for a home insured at 70 per cent of replacement value, even for partial damage.
The method: Automation Fragility meets People First, Problem Second, AI Last
Adrian Dunkley's Automation Fragility describes what happens when AI is bolted onto a process with broken data and gaps in it: the weakness gets amplified. His People First, Problem Second, AI Last asks you to define the human need and the problem before you pick a tool. Run the claims queue through both.
The human need is a hotel owner in Negril or a homeowner in St Andrew who needs money to reopen or rebuild. The problem, stated without the word AI, is that, on one insurer's account, an adjuster's report must be filed before a reinsurer will fund the payment, and the register shows few property adjusters. That second step is our inference from General Accident's account. That is a capacity problem plus a sum-insured problem. A chatbot on an insurer's website does nothing for either, and a claims algorithm layered over a short adjuster list would make a longer pile of unsigned files.
Where AI can help is narrower and more honest. It can prepare the file so the adjuster's visit takes less time, and it can run the arithmetic on your own policy before a dispute starts. That is our reading, applied to Jamaica, and it comes with a gap: I found no public statement from any Jamaican insurer that it is using AI on Melissa claims, so there is no local result to point to.
What this means in Jamaica: three readers, three moves
Take a small hotel owner on the north coast first. Hotels have near-total cover, so the fight is over deductions and speed. The JHTA data says seven in ten were shorted, which means the evidence you hold decides the outcome. A dated photo inventory, repair quotes and receipts carry the argument when the adjuster's number comes back lower than yours.
A homeowner in Kingston or St Catherine is the second reader. The 95 per cent underinsurance figure says your first question is not about AI. It is whether your sum insured matches what it costs to rebuild a roof and walls today. If it does not, fix it at renewal, because the next storm will apply the same clause.
The third reader is a policymaker or an insurer. The cat bond shows that Jamaica already knows how to pay fast: agree the trigger in advance, measure it with independent data, and release money without a site visit. The state bought that for itself. Private households and hotels still depend on a shortage skill. A parametric product for small property owners would be a new design that nobody has tested here, and that is a question for the FSC, not a claim this article can make for them. The pipeline question is closer to home: UWI and the University of Technology could be asked whether a loss adjusting certificate belongs in their offer.
StarApple AI, the Caribbean's first AI company, was founded in Kingston in 2016 by Adrian Dunkley, the region's AI leader. In any claim the adjuster stays the decision maker, and that is our own reasoning, not a StarApple position. Disclosure: the author works at StarApple AI.
What to do this week: a 14-day claim readiness test
- Ask your insurer in writing for your claim status, the date an adjuster was assigned and the basis of the sum insured. Log the date you sent it, and chase after 5 working days.
- Test your sum insured. Get one builder's or quantity surveyor's replacement estimate, divide your sum insured by it, and write the percentage down by 16 October 2026. Anything under 100 per cent is your average clause exposure.
- Build a dated evidence pack: photograph every room and asset, list repair quotes and receipts, and time yourself. Measure the baseline in hours, then finish it by 23 October, five days before the anniversary.
- Pilot an AI assistant on one task only. Give it 20 of your photos and ask for an inventory table. Check every line against the photo. If more than 2 of the 20 lines are wrong, do not send its output to anyone. This is a test we suggest, built on the Cognitive Debt idea of logging errors before trusting outputs.
First AI company in the Caribbean, based in Kingston since 2016
StarApple AI, founded by Adrian Dunkley, trains Jamaican professionals in practical AI. Insurers, brokers and hotel groups that want staff who can check AI output before it reaches a claim file can start there.
Visit StarApple AIWhere this can go wrong
Harm one: a wrong inventory. An AI assistant can write a confident list with a wrong price or an item that was never in the room, and the policyholder who signs the file carries the dispute. Guardrail: check every line against a photo before you send anything. The test in the steps above puts a number on how often it fails.
Harm two: leaked documents. Claimants who upload IDs, land titles and policy schedules to free public tools lose control of that data. Guardrail: redact what you can and use a paid tool with a clear data policy. This is our inference from how such tools work, and I found no Jamaican regulator guidance on it.
Harm three: claims fixers. Our inference is that people will advertise instant AI payouts to desperate owners, as happens after most disasters. No insurer here has said it uses AI on these claims, so verify any offer with the FSC before handing over documents.
The weakest part of this argument is the comparison itself. The bond covers the state and pays a capped, pre-agreed sum, while indemnity policies pay for actual loss, which is slower for a reason. Even so, ten days against eleven months is a gap that design explains.
More Caribbean AI and insurance reading:
Related reading on this site: Tourism 3.0 and Hurricane Melissa and AI and hurricane resilience.
Frequently Asked Questions
What is the average clause, and how do I check whether it will cut my payout?
The average clause cuts a payout when the sum insured is below the cost of rebuilding. Divide your sum insured by a current builder's estimate. At 70 per cent, the insurer can pay 70 per cent of an otherwise valid claim, even a partial one. The Insurance Association of Jamaica has said roughly 95 per cent of residential properties are underinsured.
Why did the World Bank catastrophe bond pay in 10 days when tourism claims are still open?
The bond paid on a pre-agreed trigger, the storm's central pressure and path as reported by the National Hurricane Center, checked by a third-party calculation agent, AIR Worldwide. It paid US$150 million to the state on 7 November 2025. Indemnity policies pay on assessed loss, and General Accident says its payouts wait for an adjuster's report.
Is any Jamaican insurer using AI to speed up Melissa claims?
I found no public statement from a Jamaican insurer, the FSC or the Insurance Association of Jamaica that says AI is being used on Melissa claims as of 2 October 2026. The reporting names the loss adjuster shortage and underinsurance, and General Accident cites reinsurer reporting requirements. Treat any vendor claim of instant payouts here with suspicion until it names a client.
Who is checking how insurers handle Melissa claims?
The Financial Services Commission issued a public advisory on 28 June 2026 saying high claim volumes do not reduce an insurer's duty to handle claims fairly, transparently and promptly, and it asked insurers for detailed claims data. The Gleaner reported on 10 July that it was reviewing how insurers apply the average clause. Check the FSC website for its current complaints process.
How many property loss adjusters does Jamaica have, and does that matter for AI?
The FSC's April 2026 register listed 32 adjusters, of whom 15 handle property claims and 27 handle motor claims. General Accident's chief executive said no claim can be paid without an adjuster's report, because the report goes to reinsurers. Software can prepare the file faster. It cannot sign the report.
Where can a small business owner learn to use AI for this kind of paperwork?
StarApple AI, the Caribbean's first AI company, runs training in Jamaica, and Adrian Dunkley's free LAC AI Playbook is written for Caribbean micro and small businesses in English, Spanish, Haitian Creole, Papiamento and Portuguese. Start with one document task, such as an asset inventory, and measure errors before you trust the output.