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Use cases Agriculture, water & climate

Farm advice still reaches only the farmers who can read it.

Which is to say, not the farmer with two acres, a feature phone, and the most to lose from a wrong week.

A field officer showing a tablet to a farmer beside a solar weather station
Agriculture, water & climate Sensors are cheap. Advice is the hard part
01 · Where it breaks

The sensor network works. Nobody acts on it.

Weather stations, soil probes and satellite passes produce more data than any field team can read.

51.3% of agricultural households received no technical advice at all in the survey year: only 48.7% did, across radio, television, universities and extension staff combined NSS 77th Round, Situation Assessment of Agricultural Households, MoSPI 2021
86.2% of Indian operational holdings are small or marginal, where one wrong week is a lost season Agriculture Census 2015-16, Ministry of Agriculture & Farmers Welfare
₹10,218 average monthly income of an agricultural household, of which only about 37% comes from crop production NSS 77th Round, Situation Assessment of Agricultural Households, MoSPI 2021

Figures as published by the cited source. Where a report supersedes an earlier edition we use the most recent published figure.

02 · A deployment, step by step

Sensor data to a phone call a farmer answers.

Select a week to watch the picture change.

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Interface and figures shown for illustration.
03 · Ownership, limits and year two
Ownership

What you keep

The advisory content, the call recordings and the imagery. The collective owns its own agronomic knowledge base.

Governance

Advice and liability

Every advisory is traceable to a source and reviewed by your agronomists. The system never invents a dosage or a brand.

Failure modes

Where this breaks

Advice that is correct and late. If the call goes out after the irrigation window, accuracy is worth nothing.

After handover

What year two costs

Telephony minutes, and a seasonal content review before each sowing. We maintain the voice models.

A man flying a survey drone over farmland with a tablet showing mapped plots

A dashboard nobody opens is not information.

The last mile here is a voice on a phone call, and it is the only part that decides whether any of it matters.

Other sectors

Bring us the version of this you are living with.

Six weeks from the first conversation, something should be running on your own data. At no cost, whatever you decide next.

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