Qori Labs

Proven at the source.

Every delivery is recorded twice: once by the farmer, once by the collector. Each keeps a sealed copy. When the copies match and the kilos add up, the lot is Proven. When they don’t, we say Not Proven, and why.

Qori Labs is a research initiative in Cusco, Peru, working with buyers of coffee, cacao and other Andean products. Our first field season is the 2027 harvest.

Recibo de entregaOne delivery receipt, kept by both sides

Sample

Copia del productorFarmer’s copy

N.º QL-7F3K-29XD

Date
2026-07-08
Farm
F-014
Collected at
A-03
Kilos
412.5 kg
Sealcaf155c0

Copia del acopioCollector’s copy

N.º QL-7F3K-29XD

Date
2026-07-08
Farm
F-014
Collected at
A-03
Kilos
412.5 kg
Sealcaf155c0

Proven. Both copies of receipt QL-7F3K-29XD match.

Show how the seals are made

Each copy is written the same way (same field order, same number format) and its seal is the SHA-256 fingerprint of that text, calculated in your browser.

Farmer’s copy

{"code":"QL-7F3K-29XD","correction":null,"date":"2026-07-08","farm":"F-014","kg":"412.5","point":"A-03"}
caf155c0868350d82265483dad22e1003b62416ad7ab47cd774250c9cba50105

Collector’s copy

{"code":"QL-7F3K-29XD","correction":null,"date":"2026-07-08","farm":"F-014","kg":"412.5","point":"A-03"}
caf155c0868350d82265483dad22e1003b62416ad7ab47cd774250c9cba50105

Why paper isn’t enough any more

When a customer, an auditor or a regulator asks where a lot came from, most buyers can show a certificate or an exporter’s word. Both are statements made far from the farm, and convincing paperwork gets cheaper to produce every month.

A record made at the scale, at the moment of delivery, and kept by two people with no shared interest in getting it wrong is much harder to fake. New EU rules on deforestation-free products also make importers of coffee and cacao answer for where each lot was grown. This research tests whether records like these can carry that weight.

How a lot is checked

  1. Recorded twice at the scale

    When a farmer delivers, the farmer and the collector each keep a copy of the same receipt. Receipt numbers are fixed before the harvest starts, so a receipt can’t be added later.

  2. Checked against a published rule

    A short rule of evidence sets out what must hold: the copies match, the kilos add up, the scale was checked that day, and no farm delivered more than its land could grow.

  3. Signed by a person, limits included

    A named person signs each verdict: Proven, or Not Proven with the reason. Every verdict says what it doesn’t cover.

Read the full method

What a verdict looks like

Short, specific and honest about its gaps. A buyer can keep it with its own records, and a producer can see exactly what was claimed.

Lot QL-0001

Coffee, parchment, 1,350.0 kg from three deliveries

Sample
  • ProvenBoth copies of every delivery receipt match.
  • ProvenThe deliveries add up to the lot: 1,350.0 kg.
  • ProvenThe scale read a test weight correctly at the start and end of each collection day.
  • Not ProvenWhere the farms are. No field visit is on record yet.
  • Not ProvenThat the land is legally held. No land papers have been reviewed.

Not covered by this verdict: deforestation, payments and quality.

A seal shows a record hasn’t changed since it was made. It can’t show the record was true when it was made, which is why the copies, the kilos and the scale are checked too.

What producers get

Farmers keep their own copy of every receipt: proof of what they delivered, in their own hands. The records belong to the producers and stay with them and their co-op.

Nothing is shared without their written consent, they can withdraw it at any time, and producers never pay to be recorded.

Sus registros son suyos.

Para productores, en español

Where we are

Qori Labs is research, not a finished product. Here is the plan, and where we are in it.

  1. Now

    October to December 2026

    Talking to buyers about how they prove origin today, and visiting co-ops near Cusco.

  2. A first pilot

    Early 2027

    Agreeing one free pilot with one co-op and one buyer that already works with it.

  3. Findings

    March 2027

    A short research summary. Everyone who takes part reads it first.

  4. First field season

    2027 harvest

    The first deliveries recorded at the source, both copies kept.

Who’s behind it

Qori Labs is run by David Bentley, a British systems engineer who lives in Peru’s Sacred Valley, near Cusco. He builds offline tools for places without signal, and has published eight papers and draft standards on offline evidence and community data governance.

Qori Labs is small. When you write, you reach David.

About Qori Labs

Based
Sacred Valley, Cusco, Peru
Published
Eight papers on Zenodo, 2025 to 2026
Run by
Higher Self Forge Ltd, England and Wales
Independent
Not part of UNSAAC or LAAD

What would you like to be able to prove?

If you buy coffee, cacao or anything else grown in the Andes, we’d like to hear how you prove where it came from today.

No call needed to start. The first phase is free, and ‘no thanks’ is a perfectly good answer.