Agricultural General Intelligence

Ending world hunger, one farm at a time.

AGGI is the neutral AI intelligence layer built to empower farmers, navigate climate uncertainty, and reshape global food security.

Aerial view of green and golden farmland at sunrise with light morning mist

The problem we exist to solve

Farmers today are asked to do the impossible: produce more food using fewer resources, all while battling climate volatility, rising costs, and fragmented data. AGGI exists to make advanced agricultural intelligence accessible, without adding financial strain to the people carrying the most risk.

One layer, four sides of the farm economy

Government

Target scarce funding, support farmers, and prove outcomes with evidence-backed program data.

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Capital & Insurance

Underwrite farm risk with satellite and forecast evidence, not anecdotes.

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Vendors

Reach verified farmers who need exactly what you sell, with no pay-to-play ranking.

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Farmers

Get free or low-cost advice that augments your knowledge and never replaces it.

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Our goal is to end world hunger within 10-15 years by serving farmers and creating farms globally.

Read Our Story

One Intelligence Layer. Every Side of the Farm Economy.

AGGI turns fragmented agricultural data into action. Using time-series models for environmental signals, computer vision for satellite imagery, and language models to translate it all into plain language, AGGI delivers insight to the people who need it: farmers, ministries, lenders, and suppliers alike.

A dashboard for every role

Government

AGGI GovernmentOS dashboard showing a national drought map, severity legend, and top regional hotspots for California.
Identify priority regions, target programs, monitor agricultural risk, and verify outcomes using shared evidence.

Capital / Insurer

AGGI capital and insurer dashboard showing an AOI composite risk score of 51 and a breakdown of rainfall, NDVI, soil moisture, and other risk drivers.
Review historical and forecast risk, evidence quality, confidence, and intervention scenarios before financing or insuring a farm.

Vendor

AGGI vendor catalog dashboard showing draft agricultural products with prices, crop types, and publish actions.
Connect verified farmer needs to relevant products and services without pay-to-play recommendations.

Farmer

AGGI farmer Field Operations Mode dashboard for a California farm showing field summary, season trends, and irrigation guidance.
Receive clear recommendations, alerts, financing pathways, and evidence designed to support real farm decisions.

How It Works

A connected flywheel keeps every role aligned around the same evidence, with the farmer at the center.

  1. Government flags

    Public institutions identify risks, needs, and priority regions.

  2. Capital verifies

    Banks and insurers review evidence and determine how support can be financed.

  3. Vendor supplies

    Relevant providers deliver the tools, services, or inputs a farm needs.

  4. Farmer acts

    The farmer receives practical guidance and remains at the center of the decision.

Built for partnership at scale

AGGI is structured to work with public and private institutions at the scale agriculture actually operates.

Land development

200,000 acres or more

Public-private partnership farm development

Deployment

National-scale deployment

AGGI farm service deployment contracts

Public capital

Government investment funds

Private sector

Corporate partners

Team

10 change-makers from UC Berkeley joined veteran AgTech CEO Sanjay Kumar Rajpoot to build the intelligence layer agriculture has never had.

Illustrated portrait of Asha Sanda

Asha Sanda

Ending world hunger isn't just a cause I care about; it's an urgent one. Our changing climate is mak

Illustrated portrait of Devin Kinney-Rivas

Devin Kinney-Rivas

Growing up, food was never just food in my family; it was comida con amor, how we said "I love you"

Illustrated portrait of Felicia Ye

Felicia Ye

Growing up, my favorite meal was Luosong Tang, a soup my family made with tomatoes, cabbages, carrot

Illustrated portrait of Helena Zhang

Helena Zhang

I have always wanted to build something meaningful for the world with the skills I have. Of course,

Illustrated portrait of Jessie Bao

Jessie Bao

With the number of billionaires continuing to rise and trillionaires starting to emerge, it's appare

Illustrated portrait of Ji Hwan Kim

Ji Hwan Kim

“To eat to live, or to live to eat.” As someone who enjoys trying different delicacies, I was always

Illustrated portrait of Michelle Cho

Michelle Cho

I still remember how much a good meal could change someone's day and their energy. That feeling has

Illustrated portrait of Noah Lam

Noah Lam

I've always been interested in building things that solve real problems. The most rewarding work isn

Portrait of Sebastian Betts

Sebastian Betts

Hunger isn't a food shortage. The world grows enough calories; they just don't reach the people and

Illustrated portrait of Stesha Simon

Stesha Simon

Hi, I'm Stesha, a sophomore at UC Berkeley studying Data Science and Environmental Economics. I want

Advisors

Portrait of Andrew Mutz

Andrew Mutz

CTO of Customer Experience, Microsoft

Andrew Mutz is CTO of Customer Experience at Microsoft and was the engineering leader of the first b

Portrait of Bob Glushko

Bob Glushko

Adjunct Full Professor, University of California, Berkeley

Bob Glushko is a tech entrepreneur, cognitive scientist, and academic who serves as an Adjunct Full

Portrait of Bill Coughran

Bill Coughran

Former SVP Engineering, Google; Partner, Sequoia

Bill Coughran is a former SVP of Engineering at Google and a prominent American computer scientist,

Portrait of Anil Kumar Gupta

Anil Kumar Gupta

Chief Farmer

Anil Kumar Gupta is a 5th generation farmer of Almond, Walnut, Pistachio in California, Arizona, and

Recognition & programs

  • NVIDIA Inception Program
  • NVIDIA Metropolis Partner
  • UC Berkeley SkyDeck

Our Goal is to end world hunger within 10-15 years or less by serving farmers and creating farms globally.

Our story

With this mission on our mind, 10 change-makers from UC Berkeley joined veteran AgTech CEO Sanjay Kumar Rajpoot to serve American farmers, serve all global farmers, create farms, and end world hunger.

Just as a shield can be built to defend against existential threats, AGGI was built to defend against one of humanity's oldest: hunger. We call it a Reverse Ultron for the farm, a superintelligence designed not to replace people, but to stand alongside every farmer, ministry, and lender working to feed the world.

View of Earth from orbit at sunrise with farmland regions connected by a soft lattice of light

Operating principles

  1. Farmer-first, always

    AGGI augments the farmer's knowledge and decisions. It never replaces them.

  2. Neutrality

    Recommendations are never biased toward a vendor, buyer, or partner.

  3. Human-in-the-loop

    No fully autonomous deployment of high-impact agricultural or policy decisions. Every critical recommendation receives continuous human review.

  4. Security by design

    Strong cybersecurity and access controls are built into the platform from day one.

  5. Environmental responsibility

    We deploy the right model for the right task, so the measurable gains AGGI creates always outweigh its own compute footprint.

Standing alongside farmers

A farmer standing in a green field at dawn, reviewing simple farm data on a tablet

See how shared intelligence changes what a farm can do.

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