PastClimate

Home / Industries / Insurance & risk

Industry use case

Insurance & risk

An auditable weather record behind every policy and claim.

Actuarial and parametric-product teams price triggers, stress-test exposure, and settle disputed claims against one consistent historical record — not a black-box model.

How PastClimate helps

Parametric product pricing

Backtest a candidate trigger against the real historical frequency of the event before it goes to market.

Claims validation

Pull the verified weather at a specific place and date to confirm or dispute a claim in minutes.

Catastrophe & exposure

Stress-test a book against the worst days on record — ready today, no model required.

Reserving & reinsurance

Back reserve levels and treaty terms with an auditable historical record, not a black-box model.

The report

Parametric Index Design Pack & Weather Verification Report

Actuarial and parametric-product teams designing index-insurance triggers; claims adjusters confirming the weather behind a specific claim.

Partial — some items below are roadmap

Sample report snapshot

Parametric Index Design Pack & Weather Verification Report

Real data for Cairns, Australia · 10 years on file

Subscribe for full report

34.75°C

Hottest day on file

on 2019-02-21

269.86mm

Wettest day on file

on 2023-12-17

7.86m/s

Windiest day on file

on 2023-12-13

10

Years on file

Monthly rainfall (mm) — flood-exposure baseline
JFMAMJJASOND
Monthly average wind speed (m/s) — storm-exposure baseline
JFMAMJJASOND

In your report

  • Raw hourly weather for the exposure location, any single date in the record, as CSV — pull the dates that matter for backtesting a candidate trigger
  • Four extremes on file — hottest, coldest, wettest and windiest day, each with the exact date — the core evidence for catastrophe & exposure stress-testing and reserving/reinsurance support, ready today
  • Claim verification snapshot — the weather at one place and date, with grid cell, model version and generation timestamp as provenance
  • Climatological odds of rain on a specific calendar date — context for date-based trigger design (this is the odds of any rain falling, not the odds of a rainfall amount being exceeded)

Coming soon

  • A formal exceedance-probability curve over the full historical distribution, for percentile-based index design (e.g. "1-in-20-year rainfall")
  • Threshold event-frequency tables (e.g. "days per year with >40mm rain") — needs the raw daily series aggregated by threshold, not a packaged output yet

Curated for insurance & risk

Paid features on PastClimate most teams in this industry reach for first.

Weather anomalies

How this year compares to the historical baseline.

pro

Climate trends

Multi-year warming/cooling trend for a city.

pro

Rainfall analytics

Country-wide total rainfall map for a month.

pro