• Built for the Google AI stack — frontier models on our roadmap.
  • WeatherNext 2: Hyperlocal Weather
  • NeuralGCM: Climate Simulation
  • Earth Engine: Geospatial & Soil
  • Agricultural API: Field & Crop Data
Grounded in elder wisdom, not generic AI

Read the Planet. Understand the Field. Explain it in the Farmer’s Voice.

Grounded advice built for the people who grow our food — carrying the wisdom of village elders into every answer. Six languages, one planet, one field at a time.

Pollination & Agricultural Ecosystem
The Indian Farming Challenge

The Problem

“The Systemic Barriers” — the daily reality of 140 million Indian smallholder farmers.

  1. B

    Benefits Buried in Paperwork

    Support left unclaimed
    • Subsidy, insurance and disaster-relief schemes farmers are legally entitled to.
    • Thin awareness, opaque eligibility, and paperwork dense enough to defeat anyone.
    • Money set aside for this farmer, in this bad season, sits unclaimed — no one walks them to it.
  2. H

    Help, Too Far Away

    No expert within reach
    • One extension officer is asked to serve thousands of farmers across dozens of villages.
    • Advice moves through visits and paperwork, arriving days after the decision it was meant to inform.
    • Sow before the rain? Spray today or wait? Most farmers decide alone, and hope.
  3. U

    Unwarned by the Sky

    Unpredictable weather
    • A disrupted climate has erased the old ability to read the coming season.
    • Fertilizer spread before an unforecast downpour washes into the drains by nightfall.
    • The data to see it coming exists — it never reaches the field in a form the farmer can act on.
  4. M

    Muted Signals from the Soil

    Soil failing in silence
    • Soil health declines invisibly over seasons, beneath a crop that still looks acceptable.
    • Without affordable testing, farmers apply the same inputs out of habit — often the wrong ones.
    • The first clear signal is the costliest: a dropped yield on land that took years to wear down.
  5. I

    In Everyone's Tongue but Theirs

    Locked out by language
    • Farmer tools are overwhelmingly text-first, written for readers of English or Hindi.
    • Those who need them think in Tamil, Telugu, Kannada or Malayalam — and would rather speak than type.
    • The knowledge is online; the door is locked by language, and by the keyboard itself.
  6. V

    Vanishing Window to Act

    Pests spread unanswered
    • Pests and fungus start as a few marked leaves that look like nothing worth acting on.
    • In the short window a cheap, targeted response would work, there is no one to show it to.
    • By the time the damage is unmistakable, the question is how much of the field is already gone.
  7. E

    Elders' Wisdom, Erased

    Advice with no roots
    • Generic AI gives advice written for everywhere, and therefore for nowhere.
    • It cannot know this district's rainfall, this village's clay, or this slope's proven variety.
    • That knowledge lives undocumented in elder farmers — and passes on with them.
  8. D

    Decisions Borne Alone

    No second opinion
    • Every season is a chain of decisions that cannot be undone.
    • No second opinion, no colleague, no institution to absorb the risk of a wrong call.
    • A whole year's income can turn on a single judgement made in the dark.
  9. A

    Answers That Arrive Too Late

    Selling blind
    • Farmers usually learn what a crop is truly worth only after it has already been sold.
    • Traders hold the price knowledge; selling is done blind, under pressure at the farm gate.
    • A soil result, pest name, or weather warning a week late is no answer at all.

9 systemic barriers · B → A

The Moat · Wisdom Bridge

Frontier AI gives every farmer the same answer. We give them their grandfather’s.

General-purpose AI

Answers from the average of the internet — confident, fluent, and blind to the one field that matters.

Bhumiveda

Grounds every reply in traditional wisdom from the elders who farmed that exact soil, season after season, for decades.

Climate change has broken the traditional wisdom farmers relied on for generations — a farmer with 50 years of experience can no longer predict the season. That’s exactly why they need AI-grounded, data-driven advice now — not to replace their knowledge, but to restore what climate change took from it.

The same question. Two different worlds.

A general-purpose AI

“Apply a balanced NPK fertilizer and irrigate your rice about once a week. Watch for common pests and diseases.”

  • Doesn't know your soil
  • Doesn't know your season
  • Doesn't know your district
  • Has never heard your elders
Grounded
Bhumiveda, wisdom-grounded

“Hold your nitrogen back until tillering — Cauvery-delta clay stays wet nearly nine days, so flooding it weekly drowns the young roots. Split the urea into three smaller doses instead.”

— as shared by an elder farmer in Thanjore, Samba Paddy Season (Aadi-pattam)

Soil: ClaySeason: Aug-JanRegion: Thanjore deltaCrop: Rice
Launching in our December 2026 pilot — seeded with 1000+ Wisdom Keepers across 3+ language groups
A living knowledge graph

Wisdom is LOCAL.
So is the way we STORE it.

Every practice an elder shares is indexed by its full context — the region, the soil, the season, the crop it worked for. That’s what lets us hand a farmer advice for their field instead of a national average.

It also means two elders can disagree and both be right. When their context tags differ by even one dimension, both practices stand — each valid in its own soil. Only genuine same-context contradictions are escalated to a human. A frontier model, trained to output one confident answer, simply cannot hold that.

Region
Soil-Type
Soil-Nutrition
Season
A Single Farming Practice
Crop
Practice
Observed-Outcome
Micro-Climate

One practice · eight dimensions of context

From a voice to grounded advice

How the bridge is built

01

Elder records by voice

One-tap capture in their own language, with guided context prompts.

02

AI extracts the practice

The transcript becomes entities and relations — the practice, its conditions, its outcome.

03

Operator approves

No entry reaches the graph unreviewed. A human approves every insert.

04

Living knowledge graph

Practices indexed by region, soil, season and crop — a growing corpus, not a static file.

05

Grounds advice, with credit

A retrieval node feeds it to Navratna; the answer cites the elder who shared it.

The elders are the heroes

Wisdom shared is wisdom credited

This only works if the people who hold the knowledge are honored for it. Recognition isn’t a feature bolted on — it’s the reason an elder picks up the phone.

Named attribution

When an elder's practice shapes an answer, the farmer sees whose knowledge guided them — “as shared by … in ….” Credit travels with the advice.

Reach counter

Every contributor can see how far their wisdom has traveled this season — the number of farmers their knowledge has quietly helped.

Verified Wisdom Keeper

A trust badge earned through a field visit — village, crops, years of experience confirmed — so the knowledge carries the weight it deserves.

Built to fit a $25/month pilot — and to earn trust

A Firestore-modeled knowledge graph with open-source embeddings on CPU — no managed graph or vector database, and no per-query cost. Every insert is operator-reviewed, so nothing unverified ever reaches a farmer. All six languages, from capture to grounded answer.

6
languages, capture to answer
500+
Wisdom Keepers seeding the corpus
100+
approved practices by launch
Dec 2026
pilot launch (launch-gating)
Bhumiveda AI Crop Canopy Macro Telemetry
Crop Foliage & Pest Diagnostics

Instant Leaf Diagnostics & Early Pest Intervention

Snap a leaf photo or speak your crop symptoms. Bhumiveda’s vision models diagnose yellowing, fungus, and pest threats before damage becomes irreversible.

Multimodal Vision

Real-time image classification for rice blast, cotton bollworm, and nutrient deficiency patterns.

6 Native Dialects

Tamil, Telugu, Kannada, Malayalam, Hindi, and English voice interface tailored for zero-literacy ease.

Bio-Safety Protocols

ICAR-certified organic and chemical treatment advice matched to your specific district and crop stage.

The Recommendation Engine

From a spoken worry to a grounded answer

Every reply is assembled the same disciplined way — localized to the field, checked against live government intelligence, and returned in a form the farmer can act on immediately.

The Farmer Speaks

01

A voice note or a single leaf photo — no typing, no forms. Speech is transcribed in the farmer's own language before anything else runs.

Voice-firstLeaf photoCurrent cultivation stage6 languages

Grounded in Their Field

02

We pin the exact district, then pull live weather risk and current government advisories before a single line of advice is written.

District geo-lockWeather riskICAR · IMD · SDMA

Reasoned by Navratna

03

The agronomist agent weighs the crop, its exact growth stage, and the farmer's own field history — never advising a step the season isn't ready for.

Crop + stage awareStage-gated logicField-history memory

Answered in Their Voice

04

A spoken headline, a plain action plan for nutrients, pests, water and next steps, and a hand-drawn visual card — so advice lands even without reading.

Spoken summaryStep-by-step planVisual infographic
Bhumiveda AI Subterranean Soil Strata and Glowing Neural Root Networks
Soil Strata & Scheme Fulfillment

Rooted Wisdom. Unclaimed Benefits Restored.

Connecting soil nutrient telemetry with automated PM-KISAN, crop insurance, and disaster-relief filing so no farmer stands alone.

Ready to Experience Bhumiveda AI?

Try our voice agronomist pilot now or explore the full multi-agent hub.

© 2026 BhumiVeda AI