Trust & Methodology

How we keep a number defensible.

Our products are built so that, when an auditor asks "how do you know?", there's an answer — at the plot, the transaction, or the source row. This page explains how we handle provenance, how our evidence records work, and exactly which public datasets we rely on, what each is good for, and where each one stops.

Provenance first

We design around keeping the trace intact.

Generic dashboards aggregate numbers and present them. We do the opposite: every value is meant to be walked back to where it came from. Three habits make that possible.

01 / CAPTURE

Captured once, with its metadata.

Plot polygons, transactions, and questionnaire responses are collected with the provenance they need from the start — coordinates, dates, and sources — not reverse-engineered from a PDF later.

02 / EVIDENCE

An evidence record, not just a result.

Where a result matters, we keep the inputs behind it: a per-record hash so you can prove a record hasn't changed, satellite snapshots dated to the day of assessment, and a citation for every source value.

03 / REUSE

One record, many outputs.

The same dataset feeds compliance filings, funder reports, and internal decisions — without re-keying, reformatting, or quietly rounding to make a chart work.

How an evidence record works

Verifiable, dated, and cited.

  • Source citation Every value carries which dataset it came from and when it was pulled — no anonymous numbers.
  • Per-record hash A cryptographic hash over each record lets anyone confirm later that the record they're holding is the one we assessed — unchanged.
  • Dated snapshots Satellite and map layers are pinned to the date of assessment, so a 2026 decision can be re-checked against the imagery it actually used.
  • Retention Evidence records are retained for audit (Verdex keeps per-plot evidence ≈5 years); the underlying client data stays under the client's control.
Our data sources

The public datasets behind the products — and their limits.

We build on the same sources regulators, funders, and auditors already use. None is perfect; each is good for some things and not others, and we say which.

Market & production data — Commodity

ICCO

International Cocoa Organization

Use: headline cocoa production, grindings, stocks, and indicator prices. Limit: country/global aggregates published periodically — not farm- or shipment-level.

FAO

UN Food & Agriculture Organization

Use: national production, area, and yield context across crops and years. Limit: national aggregates with reporting lags; methods vary by country.

COCOBOD

Ghana Cocoa Board

Use: Ghana's official cocoa purchases and producer prices. Limit: Ghana-only, official figures, published on a periodic schedule.

World Bank

Commodity price & indicators

Use: long-run price benchmarks ("Pink Sheet") and development indicators. Limit: monthly price aggregates, not transaction prices.

Geospatial & EUDR — Verdex

Hansen

UMD Global Forest Change

Use: flag tree-cover loss on a plot after the EUDR 2020 cutoff (Landsat-derived, ~30 m, annual). Limit: tree-cover loss is not by itself legal deforestation — it includes harvest and plantation cycles — and smallholder mosaics can be over- or under-flagged.

JRC

EU Joint Research Centre

Use: forest cover and degradation context (e.g. the Tropical Moist Forest dataset). Limit: resolution and timing constraints; forest definitions differ between datasets.

WDPA

World Database on Protected Areas

Use: flag plots in or near protected and conserved areas. Limit: boundary accuracy and currency vary, and a designation doesn't capture every local legal nuance.

What we do — and don't — certify

Evidence to inform a decision, not the decision itself.

WE DO

Surface risk, with the evidence.

A Verdex result is a risk rating — pass, watch, or fail — with the dated layers and hashes behind it, to inform legal review.

WE DON'T

Issue legal determinations.

We don't certify a plot as legally compliant, nor file your Due Diligence Statement for you. The final call — and the filing — stays with your compliance or legal team.

WE WON'T

Hide the limits.

Where a source is coarse, lagged, or ambiguous, we say so on the record rather than smoothing it into a cleaner-looking number.

Methodology questions?

Want the detail behind a specific source or a specific number?

We'd rather walk you through exactly how a value was produced than hand you a black box. Ask us about any source, threshold, or record.