Auditors and verification bodies
An auditor's question is never what the number is, but whether it can be reproduced. Phoeniks answers with a versioned model, a versioned input snapshot and a recorded scenario behind every figure, plus an evidence level stating whether it was measured, modelled, inferred or untested.
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- Per-parcel estimate, confidence band, audit trail
What a review can rely on#
- Reproducibility ledger tying each figure to a model version and input snapshot.
- Source licence and provenance recorded for every layer used.
- Holdout validation results, including where the model ensemble disagrees.
- Immutable audit trail across privileged operations.
Frequently asked
- Can a past assessment be re-run exactly as it was produced?
- Yes. The model version, input snapshot and scenario are retained, so a historical run can be reproduced rather than approximated.
Related pages
Banks and lenders
Per-parcel yield evidence for agricultural credit files: collateral defensibility, portfolio concentration and model-risk documentation lenders can file.
Reinsurers and insurers
Tail behaviour, spatial covariance and calibration evidence for crop and parametric portfolios, delivered as an actuarial validation pack.
Family offices and allocators
Compare farmland opportunities across countries on a single scoring basis, with sustainability disclosure inputs allocators can actually file.
Brokers and land agencies
Substantiate a farmland listing with modelled yield potential, environmental overlays and an exportable diligence pack buyers can review.
Farmland buyers
Assess a farmland parcel before the site visit: modelled yield, crop fit, environmental constraints and a shared pre-diligence room.
Portfolio managers
Portfolio-level yield trajectories, physical-risk concentration and disclosure inputs for managers holding farmland or agricultural credit.
Development finance institutions
Regional production and climate-exposure evidence for development banks and blended-finance programmes in data-sparse markets.
See also
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