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Insights

Notes from work that is live.

Open source releases and systems in production, with the results behind them.

Open source

LITHOS published under Apache 2.0

Satellite InSAR ground-deformation monitoring, released as open, reproducible software on PyPI.

In production

CERES forecasts in production, publicly graded

Weekly 90-day famine risk forecasts across 43 countries, each pre-registered and graded against the outcome in a public, write-once ledger. On the OCHA Humanitarian Data Exchange (CC BY 4.0) from March to April 2026, now via the CERES public API.

Systems

Commerce platform shipped with ERP integration

A multi-organisation B2B and B2C platform serving both customer types from one catalogue, in production.

Open source

climval, an open climate-validation library

Published on PyPI and recognised in the Pangeo community, climval is the validation discipline behind our Earth-observation work, available to anyone.

Start with a baseline study.

A fixed-fee, fixed-duration engagement with a defined deliverable. Bring one concrete problem in your operations or your data, and leave with a result you can act on.

Contains modified Copernicus Sentinel data. Sentinel-2 cloudless by EOX (CC BY 4.0)