Earth observation · for the farmer first

Free satellites already photograph her farm. We turn that light into one sentence she can act on.

One acre of cocoa in Esmeraldas, Ecuador — plot ECU-ESM-COCOA-0001.

Sentinel-2 optical revisit every 5 days 10 m per pixel $0 imagery

S2 L2A · 2026-05-08 · cloud 30% · 10 m native

Shortwave-infrared false-color Sentinel-2 image of plot ECU-ESM-COCOA-0001, showing soil moisture and bare-soil contrast across the cocoa acre.
SWIR false-color · ECU-ESM-COCOA-0001 · 2026-05-08 · moisture & bare soil
SWIR false-color · moisture & bare soil · the same acre

The acre

This is Doña María Elena's acre.

She grows cocoa in Esmeraldas. Her trees feed the cooperative that sells to Original Beans in Europe. When a dry spell starts, it shows in her leaves weeks after the loss is already decided — and by then the choice to water, or to wait, is gone.

Her stakes are one acre and one season. Her antagonist is time she can't see passing.

True-color Sentinel-2 image of plot ECU-ESM-COCOA-0001 — the cocoa acre as the human eye would see it from above, 10 m native resolution, captured 2026-05-08.
True-color Sentinel-2 · ECU-ESM-COCOA-0001 · 2026-05-08 · the acre as the eye sees it
Her plot — true color, what the eye sees · S2 L2A 2026-05-08

We show her acre, not her face — by her consent and ours.

The mechanic

The buyer pays for the proof. The farmer gets the truth first.

One free pass of light over her acre forks into two outputs. The farmer's advisory is drawn first — and larger — because it is the point. The European buyer's deforestation proof is the same light, sold to fund the next thousand acres.

North · the farmer

A plain-language advisory in her own tongue, on her own channel — the unit of value.

South · the buyer

A plot-level deforestation proof the EU importer must file under EUDR. The funding tributary, not the river.

The instrument

Watch the instruments read her acre.

Step through a real, credential-free run over the same plot. Use the steps, the arrow keys, or swipe.

The satellite already passed over. Free, every five days. 2026-05-08

The evidence

One plot. Seven ways to read it.

Each plate is real Sentinel-2 output with its own instrument legend. Four independent indices keep flagging the same stressed corner.

True-color Sentinel-2, plot ECU-ESM-COCOA-0001, 2026-05-08 — the acre as the eye sees it.
01 · True color · the eye's view
01 · True color

What the eye sees. Looks green and fine.

NDRE red-edge index, plot ECU-ESM-COCOA-0001 — chlorophyll stress visible as a magenta lobe in the lower-left of the acre.
03 · NDRE · red edge
03 · NDRE · red edge

Red-edge catches chlorophyll loss about 2–3 weeks before broadband NDVI — before the eye can.

NDVI vegetation index, plot ECU-ESM-COCOA-0001 — the same lower-left corner reads deep red, low vigor.
02 · NDVI · greenness
02 · NDVI · greenness

Broadband vigor (Rouse 1974). Same corner, low.

NDWI water index, plot ECU-ESM-COCOA-0001 — canopy water content across the acre.
04 · NDWI · water
04 · NDWI · water

Canopy water content — the moisture read.

EVI enhanced vegetation index, plot ECU-ESM-COCOA-0001 — same stressed lower-left corner.
05 · EVI · enhanced
05 · EVI · enhanced

Enhanced vegetation. The corner persists.

SAVI soil-adjusted vegetation index, plot ECU-ESM-COCOA-0001 — same stressed corner, soil-corrected.
06 · SAVI · soil-adjusted
06 · SAVI · soil-adjusted

Soil-adjusted vigor. Fourth math, same answer.

SWIR false-color Sentinel-2, plot ECU-ESM-COCOA-0001 — soil moisture and bare-soil contrast, the board-meeting view.
07 · SWIR · moisture
07 · SWIR false-color

Moisture & bare soil — the board-meeting visual.

The four marked plates (NDVI · NDRE · EVI · SAVI) all show the same lower-left stress lobe — four independent maths, one corner.

The sentence

From a terabyte of light, to one sentence in her language.

TerraGaines-EC
advisory · plot ECU-ESM-COCOA-0001

Cultivo estable

Hay una ligera sequedad en el cultivo. Por ahora solo observe; no necesita regar todavía.

Delivery to WhatsApp and SMS is built and queued — these are the exact messages, not a mock-up.

The same advisory, rendered in the farmer's language. It is a literature-calibrated deterministic template — no live model in the loop.

NDMI (canopy moisture)−0.21
NDVI (vigor)+0.33
30-day rainfall · CHIRPS128.6 mm
Algorithmalg-1510 · water-stress
VerdictMILD

Calibration: literature_v1 · pending agronomist sign-off — a real creds-free run.

The honest ledger

What's true today.

Real today

  • Real, free Sentinel-2 imagery over the plot.source · ESA / AWS Open Data
  • A real run, with no credentials of any kind.verified · creds-free pipeline
  • The advisory, live in six languages.es-EC · fr-CIV · en · pt-BR · vi · id
  • The calibration stamp, shown — not hidden.literature_v1 · honest

Honestly, not yet

  • Agronomist sign-off on the thresholds.gap · literature_v1 pending
  • WhatsApp / SMS / voice sends are built and queued — not live.gap · channel not wired
  • The cohort is 12 curated Esmeraldas plots, not a fleet.scope · Wave 1
  • Kichwa is awaiting its human translator.gap · human-gated by design

The advisory is a literature-calibrated deterministic template. It needs no live model — it keeps working through a full AI outage. The farmer never gets a message that lies about its own confidence.

The wrapper

How one acre's truth pays for the next thousand.

Europe's deforestation rule (EUDR) makes every importer prove, plot by plot, that their cocoa didn't clear forest. They can't do that for thousands of smallholders. The same light that warns María Elena produces that proof — so the buyer funds the advisory that reaches her first.

plot ECU-ESM-COCOA-0001 → deforestation verdict → DDS evidence bundle

Wave 1: Coop. Esmeraldas → Original Beans — 12 curated plots, with their proof chain.

SWIR false-color Sentinel-2 of plot ECU-ESM-COCOA-0001 — the same acre rendered as moisture and bare soil, legible to a compliance officer.
07 · SWIR · the same acre, for the boardroom
The same acre — now legible to a compliance officer · SWIR

Free satellites already see her farm. We made that light speak her language.

True-color Sentinel-2 of plot ECU-ESM-COCOA-0001 — the real cocoa acre, resolved.
True color · ECU-ESM-COCOA-0001 · her acre
ECU-ESM-COCOA-0001 · her acre

See the Esmeraldas pilot — talk to the ENKARI studio