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AGGRID · Intelligence Infrastructure for Coffee Origins
Markets report what already happened. SEER watches what’s happening.

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

Every morning, SEER scans thousands of field signals, identifies what changed overnight, and explains which origins deserve your attention — before prices react.

Every recommendation is backed by inspectable evidence — not generated opinion.
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%
Why coffee decisions fail

Prices are the last thing to move. By the time the market tells you, the coffee has already changed.

You can’t watch 44 origins. SEER can.
What SEER watchesLIVE

Coffee is already changing. Before the market notices.

Before prices move, before reports arrive, coffee is already shifting in the field. SEER watches all of it — continuously, across every origin you buy from.

Weather
INGESTING
Procurement
watching
Prices
watching
Farmer behavior
watching
Quality
watching
Logistics
watching
91,331 signals ingested today — and counting
Separating signal from noiseLIVE

Most changes don’t matter.

The hard part isn’t seeing change. It’s knowing which change matters. SEER surfaces the origin that’s breaking from the pattern — not the one moving with it.

Pressure isn’t intelligence. Difference is.
Under pressure — noiseDiverging — signal
42 of 44 origins under pressure. SEER surfaces the one that’s diverging — not the ones merely moving with the crowd.
Every call explains itselfLIVE

SEER never hands you a verdict without its reasoning.

Every recommendation shows what SEER observed, what it inferred, what it still doesn’t know, how confident it is, and the evidence behind each claim — with its freshness on the record.

You don’t take its word. You inspect it.
SEER — Coffee BriefSironkoBUY NOW
OBSERVED
Farm-gate price up 4.3% in 7 days. Rainfall 38% below seasonal norm. Two cooperatives reporting early delivery shortfalls.
INFERRED
Supply tightening ahead of the main harvest. Pressure likely to hold for 5–7 days.
UNKNOWN
Export volume not yet reported this cycle. SEER will not estimate it.
CONFIDENCE
82%
Evidence: 3 sourcesFreshness: < 6h
The disciplineLIVE

When SEER can’t back a call, it says so.

These aren’t gaps in the product. They’re the discipline that makes the confident calls worth trusting. A system that never says “not yet” is a system that is guessing.

Most systems hide what they don’t know. SEER shows you.
Directional, not certain
When SEER sees the direction but not the magnitude, it says directional — and stops there.
Accruing, not proven
A track record is earned over time. Until it is, SEER calls it accruing — never proven.
No baseline yet
Without enough observed history, SEER will not fabricate a number to fill the gap.
Earning its track recordACCRUING

Every call is timestamped. Then scored against what happened.

Every recommendation is recorded the moment it’s made. When its window closes, it’s scored against what actually happened in the market — whether it was right or wrong. No inflated accuracy. No cherry-picked wins. A track record earned in the open.

SEER — Track RecordACCRUING
Sironko BUY NOW
issued 2h ago
PENDING
Mbale SECURE PARTIAL
issued 2h ago
PENDING
Wakiso MONITOR
issued 2h ago
PENDING
Logged 3 · scored 0. Outcomes score as their windows close. SEER claims no accuracy it has not earned.

Someone should be watching
the coffee world for you.

SEER already is.
Watch SEER work →How SEER thinks