Kith Climate

How it works

How the numbers are made, and how to check them.

This page walks through the method — what stays current, who we track, and how every figure shows its work — before you put your name on any of it.

01 · What we do, continuously

An ongoing analysis of your portfolio, not a report that goes out of date.

The world changes around your portfolio, and your portfolio changes underneath it. Coverage means we keep the analysis current against both, so neither one quietly makes last quarter's numbers wrong.

We mean coverage the way a research desk means it: an analyst covers a stock; we cover your portfolio.

we monitor

Developments, and what they do to your portfolio

Major events, insurance and credit trends, and climate science developments, each read against your own assets rather than in general.

we model

Portfolio impacts, including what insurers and banks now require

Requirements move as fast as hazards do. What a lender expects on cover, or an insurer on mitigation, lands in the model alongside the physical risk.

we re-run

New scenarios as the picture changes

Not one scenario set fixed at the start. As the evidence moves, the scenarios move, and the ranges move with them.

we update

The analysis, as your own portfolio evolves

Acquisitions, disposals, refinancings, a new policy structure — you tell us what changed and the numbers are current again, not re-commissioned.

02 · Who reprices your risk

A storm doesn't set your costs. Carriers, lenders, appraisers and buyers do.

Each of them is changing their habits right now. We track those habits continuously, by market, so when something happens, we already know what it means for your instruments.

Carriers

Who is still writing, at what attachment, in which counties, and who has quietly stopped.

Lenders

Covenant treatment, insurance requirements, what gets refinanced when collateral is hard to insure.

Appraisers

How hazard is being handled in valuation, submarket by submarket.

Buyers

Who still bids, at what multiple, and where the exit thins out first.

And the science itself

We pick the model to fit your question, not the question to fit a model.

We pull in whatever the question needs — an El Niño forecast for the season ahead, a medium-term warming projection for a hold period, a basin-specific hazard model where a good one exists. Nothing is locked to one vendor's model or one time horizon, because your renewal, your maturities and your hold period aren't on the same clock.

Which scenarios matter is a judgment you're better placed to make than we are. During the trial, that's the piece we work through together.

03 · How to check it

Every number tells you how it was made.

You should never have to guess how much weight a figure carries, or take on trust that anyone checked it.

Calculated

Quantitative analysis on terms and data we hold. Exact, and reproducible from the named computation file.

Inferred

Drawn from how the market is behaving. Stated as a range, with the assumption written down and dated.

gate 01

Provenance

Each input carries its source, and each step is logged. Any figure can be walked back to where it came from.

gate 02

QA

Every calculation and inference is checked, not a sample.

gate 03

QC hold

A separate process gates release. Nothing is released until the checks pass, and if a figure can't clear them, it doesn't go out.

gate 04

Human review

A person reads it before you do, refuses anything the evidence can't carry, and answers for the inferred layer in your meetings.

The trail is auditable end to end, which is the difference between a number you can put in a disclosure and one you can only put in a slide.

04 · What you get

You become the one with the answers.

Coverage runs in two phases: a first pass that earns buy-in inside your firm, then a rhythm that keeps you current, and keeps the questions coming to you.

phase one · the first months

A first look

Your footprint in financial terms, built quickly on public data at a small cost, so you have something real to take to your CFO before anyone commits to more.

Your context goes in

Then your own data and knowledge join the analysis — policy terms, plans, what you know about each site — and we iterate with you, so the work focuses on what matters to your firm.

The first presentation

When it goes in front of finance or the board, we prep it with you: where the numbers came from, how sure we are, what to say when someone pushes back.

phase two · the rhythm from there

as it happens

Updates as things move

A carrier exits a county, a market reprices, the science shifts — you hear it from us first, read against your own assets, so you're the one with the answer when someone asks.

quarterly

The refreshed analysis

The full picture re-run on current conditions — including an honest look at how last quarter's projections held up — so there's a standing meeting worth having.

ongoing

Theme and sector notes

What's moving across your sector and beyond it, so what you can speak to keeps widening. The public note is free: ask to be on the list →

annually

The disclosure

The scenario analysis your reporting needs, produced from work that already exists, so staying compliant is reliable, and inexpensive.

whenever

Anything else on your desk

Ad-hoc work for the questions that don't fit a calendar.

05 · The record

Every number is dated, graded, and answerable to a person.

Below is that record, including the yellow flags, and the questions we refused to answer.

Produced forDateHeadline claim
Calder Industries

coverage note · fictional

23 Jul 2026$18.7M of a $22.1M mid-case event cost sits in one supplier — ranked #12 by spend, sole qualified source behind 30% of revenue, about a year to requalify.
Harborview Real Assets

coverage note · fictional

23 Jul 2026$6.3M retained flood loss against $13.0–34.1M of inferred markdowns plus a premium shock capitalizing to $12.8–51.1M, inside eighteen months.
Brazos Commercial Bank

flash · fictional

23 Jul 2026Every loan performs the day after; $42.3M — nearly half the footprint book — matures by end-2028 into a market that may decline to insure the collateral.
Galveston operator

initiation · fictional

20 Jul 2026 30 calculated   28 inferred   13 refused — questions the evidence couldn't reach. Assurance record: yellow flag on assumption flagging, published as it stands.

Scenario ranges, materiality thresholds and the assumptions behind them are written into each piece of work, so it can be picked up by an assurance provider without reconstruction. Three of the four were produced in the open on 23 July 2026 — 1,979 registered, 758 attended. Each names its computation file; sources are hash-pinned; the assurance record is generated per piece of work and maps to ISO/IEC 42001. It is not a certification and we don't describe it as one.

06 · Fair questions

What most people ask us first.

Is this AI doing the analysis?

AI does the volume — drafting, computation, re-running scenarios as the inputs change. That's why bespoke work is affordable. No figure is released unchecked, and a named person answers for the numbers in your meetings.

What does coverage cost?

We quote it on the first call, sized to sit inside a compliance budget. What we can say here: your first numbers arrive in weeks, not quarters. The work starts paying back before a hiring process would have produced a shortlist.

Do you need our data to start?

No. The first pass runs on public information alone, and tells you plainly what public data can't reach. Your own terms and plans join later, if you continue.

Who presents the work?

You do. It goes out under your name. We brief you until you're comfortable defending it, and we join your meetings only if you want us there.

Name a region. We'll come back with your own footprint, in dollars.

Book thirty minutes