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AGGRID · INTELLIGENCE INFRASTRUCTURE FOR COFFEE ORIGINS

Coffee moves in the field before the market. SEER watches the field.

AGGRID’s origin-intelligence system watches every coffee origin you buy from, flags what’s diverging, and explains every call with evidence you can inspect.

app.aggrid.io — SEER Watch
WATCHING
FIELD SIGNALS
91,331
ORIGINS UNDER WATCH
44
EXECUTIVE ALERTS
0
ORIGIN
CALL
PRESSURE
STATE
Sironko
Arabica AA
MONITOR
44%
STABLE
Mbale
Arabica A
SECURE PARTIAL
64%
BUILDING
Kapchorwa
Arabica AB
MONITOR
51%
APPROACHING
Wakiso
Robusta FAQ
MONITOR
40%
STABLE
Masaka
Robusta S18
STABLE
31%
BELOW
EXECUTIVE ALERT — SIRONKO
SIRONKO — WHYBUY NOW
OBSERVED
Farm-gate +4.3% / 7d. Rainfall 38% below norm.
INFERRED
Supply tightening pre-harvest.
UNKNOWN
Export volume — won’t estimate.
CONF
0%
SIRONKO — BUY NOWUGX/USD 3,766BRAZIL DROUGHT 1.02SUPPLY AT RISK 52.9%MBALE — BUY SELECTIVELYEUDR — 163 DAYSPORT MOMBASA — CONGESTEDNETWORK STRESS — CRITICAL48-72H LEAD TIME ACTIVE40 DISTRICTS MONITOREDSIRONKO — BUY NOWUGX/USD 3,766BRAZIL DROUGHT 1.02SUPPLY AT RISK 52.9%MBALE — BUY SELECTIVELYEUDR — 163 DAYSPORT MOMBASA — CONGESTEDNETWORK STRESS — CRITICAL48-72H LEAD TIME ACTIVE40 DISTRICTS MONITORED

The answer to your next coffee sourcing usually sits out in the real Coffee world, past the dashboards.

Coffee brands that are ahead of time
LDCLouis Dreyfus
SCFSucafina
VCFVolcafe
NKGNeumann Kaffee
OLMOlam Agri
ECMECOM Trading
LDCLouis Dreyfus
SCFSucafina
VCFVolcafe
NKGNeumann Kaffee
OLMOlam Agri
ECMECOM Trading
Live Intelligence

Ask SEER anything about your origins.

Type a real procurement question. Watch SEER reason through it — observed, inferred, and what it won’t guess.

Every morning. 06:00 EAT.

Not a dashboard.
A decision.

Every morning at 06:00 EAT, AGGRID delivers one brief. A prioritized action queue with one number per district: the exact cost of waiting another 24 hours.

“Sironko: entry now protects 336,000 UGX per bag. Window closes in 36 hours.”

See the full platform →
app.aggrid.io — Morning Brief
LIVE
SIGNALS
152
SUPPLY RISK
52.9%
UGX/USD
3,766
LEAD TIME
48-72hrs
DISTRICT
ACTION
SCORE
PRESSURE
COST/BAG 24H
Sironko
Arabica AA
BUY NOW
78%
ABOVE BUY NOW
UGX 168,000
Mbale
Arabica A
BUY SELECTIVELY
71%
APPROACHING
UGX 94,000
Kasese
Arabica AB
EARLY PRESSURE
58%
BUILDING
UGX 52,000
Wakiso
Robusta FAQ
MONITOR
44%
STABLE
Masaka
Robusta S18
STABLE
31%
BELOW THRESHOLD
app.aggrid.io — Origin Ontology
16 ORIGINS · 4 PORTS · 40 DISTRICTS · LIVE
GLOBAL ORIGINS
PORT INFRASTRUCTURE
UGANDA DISTRICTS
DECISION
BrazilDROUGHT 1.02VietnamMONSOONColombiaHARVESTEthiopiaDRY SPELLMombasaCONGESTEDDar es SalaamNORMALSantosACTIVESironkoBUY NOWMbaleBUY SEL.KaseseEARLYWakisoMONITORDECISION
ACTIVE PATH
BrazilMombasaMombasaSironkoSironkoDECISION
16 origins · 4 ports · 44 districts · 1 decision
The Ontology

The world
as connected
objects.

AGGRID models the global coffee supply chain as a live behavioral ontology. Origins, ports, districts, signals, compliance records — all modeled as objects with relationships.

When Brazil moves, the system propagates that signal across 16 origins, 4 ports, and 44 districts in real time — and surfaces the exact procurement decision.

Explore the ontology →
Global Coverage

Every volatile origin.
One intelligence layer.

Starting with coffee — the most fragmented commodity market on earth. Every model, every signal layer, every compliance framework built to expand across all origin commodities.

East Africa
LIVE NOW
Uganda — Arabica + Robusta
Ethiopia — Yirgacheffe, Sidama
Kenya — AA Auction System
Tanzania — Kilimanjaro
44 districts live
Latin America
EXPANDING
Brazil — Cerrado, Sul de Minas
Colombia — FNC Regulated
Honduras — Honduran SHG
Peru — Cajamarca
Origin models active
Southeast Asia
MODELED
Vietnam — Robusta Da Lat
Indonesia — Sumatra, Sulawesi
India — Monsooned Malabar
Laos — Bolaven Plateau
Signal layer live
Live Simulation

Ontology Shock Simulator

Click simulate to watch the ontology propagate the shock in real time across origins, ports, and districts.

SIMULATION COMPLETE
1
Mombasa Port
Strike begins — 14 ships at anchor
2
Transit Route
+14 day delay to Uganda warehouse
3
Sironko Warehouse
Storage cost +$180/container
4
Contract Risk
Grade penalty exposure: -$0.42/lb
5
AGGRID Action
→ Reroute to Dar es Salaam port
163 DAYS TO ENFORCEMENT

The industry
is not ready.
You will be.

December 30, 2026. EU Deforestation Regulation. Maximum fine: 4% of EU annual turnover.

AGGRID is the only system in East African coffee with cryptographic SHA-256 audit trails, human verification gates, and customs-ready chain of custody.

Get EUDR compliant →
Proof-of-Origin Ledger — Live Bag #SRK-2026-04821
SHA-256 Plot Stamp
IMMUTABLE
Farm plot submitted by field agent. Coordinates, moisture, weight hashed.
HASH: a3f8c2d1e9b4...SIGNED
Satellite Deforestation Scan
VERIFIED
Human Verification Gate
APPROVED
Customs JSON Export
CUSTOMS-READY
DDS READY — Bag #SRK-2026-04821 customs-cleared
View EUDR Portal →
Built for every function

Decision intelligence for every team, from the floor to the board.

Every team works from the same live view of origin, scoped to its own goals and regions. Each function asks its own question — and gets the move back, with the source behind it.

Procurement asks
Which origin, at what price — and what does waiting cost me?

AGGRID returns the buy, wait, or hold call for each district, with one number attached: the exact cost of waiting another 24 hours. The procurement lead acts on a recommendation, not a spreadsheet.

Sourced from 29 live signals across 44 districts.
Provenance

Data you can defend.

Every signal is read from the ground at origin — captured by our field network and fused with verified market data. Trace any decision back to the exact source behind it.

Ground-truth from origin
Traceable to the source
Verifiable, sealed provenance
Quality Assurance

Every signal passes a QA check.

Every signal runs a gauntlet of automated checks — each built to catch a different flaw. Only clean, high-fidelity data reaches your decision.

01Capture
02Validate
03Cross-check
04Score
05Grade
06Flag
07Approve
Why AGGRID

Why teams work with AGGRID.

Built at origin, for the physical coffee trade. The network, the QA, and the compliance are already in place — so your next call holds up.

01

Origin-native intelligence — built at the source, not inferred from a desk in another hemisphere.

02

Live signals across 16 origins and 44 districts, fused from 29 independent data sources.

03

A field pipeline that grades and cross-checks every submission before it reaches a decision.

04

The commercial call and the EUDR compliance proof, fused into a single workflow.

Built for the trade. Ready for every origin.

EUDR-Ready by Design
Sealed Provenance on Every Lot
Audit-Ready Evidence Chain
Multi-Origin from Day One
Immutable & Verifiable
Contact AGGRID

Tell us where you want to win.

Book a live walkthrough with our team, or send us a note — on your origins, your lots, your next decision.

Talk to the AGGRID team

Tell us about your operation and we'll get back to you.

Book a live demo

A 30-minute walkthrough of SEER on your origins, with the team. Here is what you will see.

01
SEER Watch, live
Every origin you buy from, on one board — and the one that is diverging.
02
A real Coffee Brief
A recommendation opened up: observed, inferred, unknown, and the evidence behind it.
03
The track record
How SEER scores itself against what actually happened — in the open.
FAQ

Questions, answered.

A terminal reports the price after it moves. SEER watches the field the price reflects — weather, procurement, quality, logistics — and tells you which origin is diverging before that shows up in the market. It is a watching layer, not another data feed, and most teams run it alongside their existing terminal.

Real signals read at origin, fused with 29 independent sources — weather, FX, futures, and satellite data. Nothing SEER reasons on is invented: every signal is traceable to its source, graded, and cross-checked before it reaches a recommendation.

It says so — plainly. Directional, not certain. Accruing, not proven. No baseline yet. SEER will not fabricate a number to fill a gap. That discipline is exactly what makes its confident calls worth trusting: a system that never says “not yet” is a system that is guessing.

Always. Every call shows what SEER observed, what it inferred, what it still doesn’t know, its confidence, and the evidence behind each claim — with the freshness of that evidence on the record. You never take a verdict on faith. You inspect it.

Every lot carries an audit-ready EUDR passport — the Due Diligence Statement and the GPS-traced evidence chain behind it, verifiable by customs or a buyer in one click. The commercial decision and the compliance proof live in a single workflow.

Every recommendation is timestamped the moment it’s issued, then scored against what actually happened in the market — whether it was right or wrong. No inflated accuracy, no cherry-picked wins. The track record is earned in the open, never claimed.

Yes. Your data is yours. Provenance is sealed and traceable on every answer, evidence chains are immutable and audit-ready, and nothing you bring to AGGRID is shared or resold. Defensibility is the product.

Make Your Next Procurement Decision With Certainty.

Join the traders, exporters, and roasters who move 48 hours before the market.

Get Started →