Sourcing & compliance intelligence

10 min read · 2026-12-05

A buyer's day-one walkthrough: signing up, searching, drafting the first RFQ

An onboarding narrative for a new buyer's first session on the marketplace.

9 min read · 2026-11-21

Cooperative bulk orders on the marketplace — pooled buying across small roasters

How cooperatives already aggregate smallholder lots on the supply side, how a small buyer uses RFQs to negotiate volume today, and where demand-side pooled buying sits on the roadmap.

10 min read · 2026-11-07

Fair-price bands vs broker quotes: how AI estimates commodity price ranges

How the marketplace estimates a fair-price band, why it is labeled an estimate, and how buyers should use it.

12 min read · 2026-10-24

The Claude-powered trust vouch: what the AI actually reads to produce a plain-language summary

What evidence the AI trust vouch reads, how it is generated, and how the marketplace keeps the claim honest.

9 min read · 2026-10-10

Botanical oils and specialty herbs: expanding AI-matched sourcing beyond coffee

How the verification and matching model extends to botanical oils, herbs, and spices for ingredient buyers.

10 min read · 2026-09-26

From lot to shipment: the RFQ → order → payment flow

A walkthrough of the buyer transaction path on the marketplace, from RFQ to a payable order.

8 min read · 2026-09-12

Anonymized sourcing done right: how the marketplace protects farm identity until RFQ

Why the marketplace anonymizes producer identity until RFQ acceptance — and how buyers still get enough to decide.

10 min read · 2026-08-29

The direct-trade math: why AI-matched sourcing beats broker-mediated for specialty roasters

The economics of direct, AI-matched sourcing versus broker-mediated supply for specialty roasters.

12 min read · 2026-08-15

Cupping score, moisture, defects: what a verified African coffee lot's evidence actually shows

A buyer's guide to reading the quality evidence on a verified lot — and what each signal underwrites.

12 min read · 2026-08-01

How AI-matched sourcing works: a buyer's guide to Claude-reasoned supplier discovery

How the marketplace's discovery engine reasons over verified lots to rank them against a buyer's plain-language brief, with a rationale per match.

9 min read · 2026-07-18

Reading an EUDR-GOLD badge: what tier compliance means for your DDS

What the EUDR-GOLD and SILVER tiers on a verified lot actually mean, how they are derived from batch verification, and how they shorten a buyer's due-diligence statement.

14 min read · 2026-07-11

EUDR due diligence for coffee importers: what's actually required in 2026

A working reference for coffee importers on EUDR due-diligence statements in 2026 — the information, risk-assessment, and mitigation the regulation demands, and how verified-lot sourcing supplies the evidence.