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 7.6% · 10 m native

Shortwave-infrared false-color Sentinel-2 image of plot ECU-ESM-COCOA-0001, showing vigorous canopy in green, water in blue, and the town in magenta across the Esmeraldas cocoa coast.
SWIR false-color · ECU-ESM-COCOA-0001 · 2026-05-08 · moisture & bare soil
SWIR false-color · moisture & canopy structure · the Esmeraldas cocoa coast

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 Esmeraldas cocoa coast as the human eye would see it from above — coastline, river delta, town, and canopy, 10 m native resolution, captured 2026-05-08.
True-color Sentinel-2 · ECU-ESM-COCOA-0001 · 2026-05-08 · the cocoa coast as the eye sees it
Her landscape — 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 landscape. Seven ways to read it.

Each plate is real Sentinel-2 output with its own instrument legend. True-color reads as one green sheet; the indices pull it apart — vigorous canopy from river, town, and cleared ground.

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

What the eye sees. One green sheet, coast to canopy.

NDRE red-edge index, plot ECU-ESM-COCOA-0001 — chlorophyll structure across the Esmeraldas cocoa coast — the band most sensitive to early canopy stress.
03 · NDRE · red edge
03 · NDRE · red edge

Red-edge tracks canopy chlorophyll more sensitively than broadband NDVI — it can flag stress before NDVI declines (lead time varies by crop and stress).

NDVI vegetation index, plot ECU-ESM-COCOA-0001 — dark green where the canopy is vigorous, deep red at the river, the town, and cleared parcels.
02 · NDVI · greenness
02 · NDVI · greenness

Broadband vigor (Rouse 1974). Canopy high, clearings low.

NDWI water index, plot ECU-ESM-COCOA-0001 — surface water and canopy moisture across the cocoa coast — the river and delta read bright.
04 · NDWI · water
04 · NDWI · water

Canopy water content — the moisture read.

EVI enhanced vegetation index, plot ECU-ESM-COCOA-0001 — canopy density with soil and haze noise pulled out.
05 · EVI · enhanced
05 · EVI · enhanced

Enhanced vegetation — soil & haze removed. Same canopy map.

SAVI soil-adjusted vegetation index, plot ECU-ESM-COCOA-0001 — canopy vigor corrected for the bare-soil background.
06 · SAVI · soil-adjusted
06 · SAVI · soil-adjusted

Soil-adjusted vigor. Fourth math, same canopy.

SWIR false-color Sentinel-2, plot ECU-ESM-COCOA-0001 — canopy in vivid green, water in blue, the town in magenta — the board-meeting view.
07 · SWIR · moisture
07 · SWIR false-color

Moisture & canopy structure — the board-meeting visual.

The four marked plates (NDVI · NDRE · EVI · SAVI) are four independent vegetation maths over the same free light — and they agree on where the canopy is whole and where the ground has been cleared.

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 pipeline run, shown to illustrate the reasoning — the live proof page serves each plot's own indices.

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 coast rendered as moisture and canopy structure, legible to a compliance officer.
07 · SWIR · the same coast, for the boardroom
The same coast — 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 the Esmeraldas cocoa coast around plot ECU-ESM-COCOA-0001 — the real landscape, resolved.
True color · ECU-ESM-COCOA-0001 · her landscape
ECU-ESM-COCOA-0001 · her landscape, resolved

See the Esmeraldas pilot — talk to the ENKARI studio