Where India's water future is being shaped — one farmer at a time.
Our Mission
We save water. We empower farmers. We prove that AI can serve humanity.
India's agriculture sector consumes over 80% of the country's freshwater – yet a significant proportion is lost to inefficient practices, poor timing, and a lack of access to modern irrigation knowledge. The farmers who feed a nation of 1.4 billion people often make critical water decisions without the personalised advice or robust data they need, and with policies that don't always reflect the ground realities they face.
Dhara is a social enterprise rooted deeply in the realities of Indian farming, built on a powerful idea: that AI, combined with world-class partnerships and an unwavering commitment to education, can transform water usage. We build connections and advocate for policies shaped by the real issues farmers face, not the other way around. By putting water-smart farming knowledge and personalised advice into every farmer's hands, we ensure every drop saved today leaves a better world for the next generation, proving AI's profound ability to serve humanity.
Water & Agriculture in India
80%
of India's freshwater
consumed by agriculture annually
30–40%
of irrigation water
lost to preventable inefficiency
140M
farm holdings
that could benefit from water-smart education
Why Now
A Convergence of Crisis and Opportunity
Three forces are aligning to make this the defining moment for AI-driven water efficiency education in Indian agriculture.
India's Water Crisis Is Accelerating
Groundwater depletion, erratic monsoons, and rising demand are putting India's agricultural water supply under unprecedented stress. The window to change farming practices at scale is narrowing.
AI Can Now Reach Every Farmer
Voice interfaces, regional language models, and affordable smartphones mean AI-powered education can now reach smallholder farmers in their own language — at scale, at low cost.
Every Drop Saved Is a Legacy for the Next Generation
Water saved through better farming is a commitment to intergenerational responsibility. Every efficiency gain we achieve today is a gift to the children who will inherit India's land and water systems.
Not an app. Not a shortcut. A structured commitment to doing this right.
Education First. Technology in Service of the Farmer.
Dhara is not an imported solution or an app launch. It is a structured programme of co-designed education, AI-powered tools, policy advocacy, and connection-building between farmers, researchers, policymakers, and world-class technology — all deeply rooted in the lived realities and real water challenges facing Indian smallholder farmers.
Water-Smart Farming, Made Accessible
The knowledge to farm with less water already exists. Drip irrigation, soil moisture monitoring, crop scheduling, and precision water application are proven techniques — but they remain out of reach for most smallholder farmers due to cost, language barriers, and lack of accessible education. Dhara bridges this gap. Our AI-powered tools translate the best global research in agricultural water management into practical, actionable guidance — delivered in local languages, on basic smartphones, in formats farmers can actually use. Every farmer receives advice personalized to their specific crop, soil, language, and seasonal needs.
Guidance on drip, sprinkler, and precision irrigation tailored to crop and soil type
Seasonal water scheduling based on local weather, crop stage, and soil moisture
Accessible in regional languages via voice and text on low-bandwidth connections
The Technology
What AI-Powered Water Education Actually Means
At Dhara, we are specific about what AI means in our context. Our tools are designed to:
Deliver personalised irrigation and water scheduling advice based on crop, soil type, and local weather
Identify water stress in crops through image recognition and sensor data
Surface global best-practice guidance on water-efficient farming in regional languages via voice and text
Connect farmers with irrigation specialists and agronomists for live advisory support
Aggregate anonymised farmer data to identify water usage patterns and inform policy advocacy
AI in Action for Water Efficiency
A farmer in Maharashtra receives a personalised irrigation schedule for her cotton crop — based on current soil moisture, forecast rainfall, and crop growth stage — delivered in Marathi via voice, reflecting her local conditions.
A smallholder in Rajasthan learns how to convert from flood irrigation to drip — with step-by-step guidance, subsidy information relevant to his region, and a connection to a local installation expert.
A farmer leader in Punjab contributes real field data to a water usage study that directly shapes state groundwater policy, ensuring policy addresses on-the-ground realities.
Core Principles
What Guides Our Work
1. Water as a Shared Resource & Intergenerational Responsibility
Every litre saved by one farmer benefits the entire community, the ecosystem, and future generations. Water efficiency is not just an economic choice — it is a moral one and a gift to the next generation.
2. Education Before Technology
Tools without understanding don't change behaviour. We invest in genuine farmer education first — AI amplifies that learning, it doesn't replace it.
3. Accessible by Design
Our tools work in regional languages, on low-bandwidth connections, through voice interfaces — because a water education tool that only works for the digitally literate fails the farmers who need it most.
4. Every Drop, Dual Purpose
Water saved through better farming practices is a direct contribution to human welfare. And every proof point of AI improving lives advances the case for AI as a service to humanity.
5. Farmer Voice Driving Policy
Aggregated farmer data and outcomes give us the evidence base to advocate effectively with government agencies for water-smart agricultural policy and infrastructure. Real issues from the ground must drive policy direction, not the other way around.
Our approach is built on one conviction: that the best technology in the world, made personal to every farmer, is how we leave Indian agriculture in a better place for the next generation.
Measured in water saved. Measured in lives changed. Measured in a future secured.
How We Will Measure Success
Impact at Dhara is measured in outcomes that matter — water saved, farmer livelihoods improved, and AI's value to humanity demonstrated. But true success also lies in the enduring connections forged — between farmers, institutions, and the best global knowledge — that will outlast the programme itself and empower future generations.
Baseline measurements will be established before any pilot begins. Impact assessments will be conducted by independent evaluators and results published regardless of outcome — including null results and negative findings.
Focus Regions
Starting Where Water Stress and Farming Density Align
Pilot Geographies
Initial pilots will focus on agro-climatic zones facing acute water stress, high smallholder density, and strong existing community structures — including Farmer Producer Organisations (FPOs) and Krishi Vigyan Kendras (KVKs) — that can support trusted, community-led rollout.
Priority states: Maharashtra, Punjab, Rajasthan, Andhra Pradesh, and Haryana — selected for their combination of water stress severity, crop water intensity, and digital readiness.
Why These Regions
Among India's most water-stressed agricultural zones
High concentration of water-intensive crops (rice, sugarcane, cotton) with significant efficiency potential
Active FPO networks ready to co-deliver education programmes
Existing relationships with state agricultural universities and irrigation departments
Strong need for transition support from flood to precision irrigation
Built Within Farming Communities, Not Dropped Into Them
Dhara does not parachute technology into communities; instead, we are deeply rooted in the lived realities of Indian farming. We embed ourselves within the structures farmers already trust — working through FPOs, Krishi Vigyan Kendras, self-help groups, and community leaders, recognising these community structures as the foundational bedrock, not merely a delivery channel. Every farmer interaction is tailored, not generic, ensuring advice is personalized to their specific needs, crop, and local context.
We train local community champions who become ongoing water-smart farming ambassadors within their villages, building lasting local capacity.
Our tools are designed to complement — not replace — the vital work of government extension officers and local irrigation specialists, fostering a collaborative ecosystem.
Farmer feedback loops are built into everything: ensuring what water-saving practices work, what doesn't, and what farmers actually need shapes every iteration, reflecting true ground-level realities and informing policy.
Our partnerships are not transactional. They are the connections that will outlast any single programme — linking Indian farmers to the best agricultural knowledge and technology in the world.
Who We Work With
Our Partnership Ecosystem
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World-Class Water & Agricultural Research Institutions — ICAR, state agricultural universities, IWMI, and international water research bodies providing the scientific backbone for our education content and AI tools, ensuring farmers benefit from the best global knowledge.
Farmer Producer Organisations (FPOs) — Foundational community-level partners who bring trust, reach, and deep local knowledge to our water education programmes, building enduring connections for future generations.
Leading Agri-Tech & AI Partners — Technology organisations providing the cutting-edge AI infrastructure, language models, and precision agriculture capabilities that power our tools, bringing world-class innovation to Indian farmers.
Government & Irrigation Departments — Key partners ensuring our work complements and amplifies official water advisory and conservation programmes, translating real issues into effective policy.
Impact Funders & ESG Investors — Mission-aligned funders who share our commitment to water security, farmer welfare, and AI for humanity, creating lasting change for the next generation.
The right partners. The right moment. The right mission.
For Funders
A Message to Impact Funders and ESG Investors
What We Are Seeking
We are engaging selectively with impact funders and ESG-aligned investors who share our commitment to water security, farmer welfare, and responsible AI. We are seeking:
Seed funding for community listening and co-design phases
In-kind support from agri-tech and AI partners
Research partnerships with water and agricultural institutions
Patient capital aligned with genuine grassroots impact timelines
Why This Investment Matters
Dhara addresses one of India's most critical resource challenges — agricultural water efficiency — at the intersection of AI, education, and social enterprise. We offer funders: an opportunity to invest in lasting connections and partnerships that will outlast any single programme, leaving Indian agriculture in a better place for the next generation.
Rigorous, independently verified water savings and impact measurement
Full transparency on methodology and outcomes
A genuine grassroots model with long-term sustainability
Alignment with SDG 2 (Zero Hunger), SDG 6 (Clean Water), SDG 13 (Climate Action), and the broader mission of AI for humanity
A Message to Agricultural Institutions and FPOs
Farmer Producer Organisations and agricultural institutions are the trusted backbone of rural India. Dhara is not here to bypass these structures — we are here to strengthen them. We are seeking partnerships with FPOs, Krishi Vigyan Kendras, state agricultural universities, and ICAR institutes to:
Co-develop water education content grounded in the real issues farmers face and local agro-climatic and water realities
Use your existing farmer networks as the foundation for education programme delivery
Contribute your research and expertise to our AI water advisory tools, ensuring the best global knowledge, brought through world-class partnerships, is made relevant to every individual farmer's reality.
Participate in joint water savings measurement and open publication of findings
Help us ensure our tools genuinely serve the farmers and water systems you already work with
If you work with farming communities and share our commitment to water security and knowledge equity, we want to hear from you.
Funders & Investors
Seed the change. Patient capital for grassroots impact.
Research & FPOs
Co-build with us. Your knowledge, our tools, every farmer's gain.
Farmer Leaders
Shape this from the inside. Your voice drives our direction.
You understand your land, your water, and your community better than anyone. Dhara is built on the belief that your lived knowledge — the very foundation everything is built on — combined with the best global research in water-efficient farming and AI-powered tools — can transform water outcomes for every farmer in India.
We are looking for progressive farmer leaders who want to:
Be among the first to access and shape our water education tools
Connect with irrigation specialists and agronomists who can support your work
Share your water management experience with farming communities across India
Help us understand what your community truly needs to farm with less water
Become a voice for your farming community with government water agencies and policymakers
What You Can Expect From Us
Respect for your knowledge and experience — always
Personalised tools that work in your language, on your phone, with advice shaped to your specific crop, soil, and season
Access to irrigation experts and global water-smart farming research
A genuine seat at the table in shaping this initiative
Your community's water needs represented to the agencies that matter
Our Stage
Where We Are Now: Building the Right Foundations
01
Community Listening (Current)
Deep engagement with farming communities, FPOs, and water specialists to understand the real issues, water usage patterns, knowledge gaps, and trust requirements across pilot regions.
02
Co-Design & Build
Developing AI water education tools, expert advisory frameworks, and multilingual content in genuine partnership with farmers and research institutions.
03
Pilot & Measure
Deploying tools in selected communities, measuring water savings and behaviour change rigorously, and iterating based on real farmer feedback and impact data.
We are at Stage 1. We are not here to overpromise. We are here to do this right — because the water challenge is too important for anything less.
An initiative making claims about water security and responsible AI must demonstrate those commitments in its own governance structure. Dhara is building an advisory structure that includes, importantly, mechanisms to ensure that the real issues facing farmers — not assumptions or external agendas — shape the direction of the initiative:
Farmer Advisory Council
Progressive farmer leaders whose voices are the primary compass for programme direction, ensuring genuine decision-making influence over water education priorities
Water & Agronomy Review Board
Qualified irrigation scientists and agronomists who validate all water advisory content and AI tools
Community Accountability Panel
Representatives from pilot communities who hold us to account on farmer-first, water-first outcomes
Independent Impact Evaluators
Third-party researchers who assess our water savings claims rigorously and publish findings openly
Government Liaison Group
Ensuring that real farmer community water data and lived experiences are effectively channelled to relevant ministries, water boards, and agricultural agencies, driving policy from the ground up
Governance is not a compliance exercise for us. It is how we ensure this initiative remains genuinely accountable to the farmers and water systems it exists to serve.
Responsible AI
Taking AI Responsibility Seriously in an Agricultural Context
The stakes of AI in agriculture are real. A flawed irrigation recommendation delivered at scale can damage crops, waste water, and erode farmer trust. We take this responsibility seriously.
Our responsible AI commitments:
All water advisory content is validated by qualified agronomists and irrigation specialists before deployment
We are transparent about the limitations and confidence levels of AI recommendations
AI recommendations are tailored to each farmer's specific context; generic advice is not good enough
Farmer data is owned by farmers — never sold, never used without consent
We actively monitor for bias, particularly against marginal and women farmers
Human expert escalation is always available — AI augments, never replaces, human judgement
Our Safeguards
Independent agronomic and irrigation science review board for all knowledge content
Regular community audits with farmer groups
Open publication of methodology, errors, and learnings
Grievance mechanisms accessible in local languages
No engagement-maximising design — only farmer-first, water-first outcomes
Transparency
We Will Publish What We Learn
Dhara is committed to open learning. Our pilot methodologies, farmer engagement findings, water savings data, and impact assessments — including what didn't work — will be made publicly available. We believe the broader water security and agricultural development community benefits when initiatives share honestly, not just when results are positive.
Key transparency commitments:
Open publication of all pilot findings, water savings data, and evaluation frameworks
Sharing of anonymised farmer insight data with research institutions and water policy bodies
Regular public progress reports accessible to farming communities
Honest reporting of null results and programme failures
Inviting peer review of our AI water advisory content and methodology
Get in Touch
We are seeking the right conversations with the right people — those who share our commitment to water security, farmer welfare, and AI as a genuine service to humanity. A member of the founding team will respond personally to every substantive enquiry.
Who We'd Like to Hear From
Impact Funders & ESG Investors aligned with water security and responsible AI
Agricultural Research & Water Science institutions
Farmer Producer Organisations and community leaders in water-stressed regions
Agri-Tech & AI organisations interested in mission-aligned partnership
Government & Policy stakeholders working on agricultural water management
How to Reach Us
Please email us directly at:
hello@kisanforai.org
In your message, please tell us briefly who you are, how you are connected to this work, and what you'd like to explore together. We read every message and respond to every substantive enquiry.
Every conversation at this stage is an opportunity to build connections and partnerships that will leave Indian agriculture in a better place for the next generation. We are not pitching — we are listening, learning, and finding the right partners to do this well.
Dhara was born from a conversation – a recognition that the challenges of today, like AI's water footprint, demand solutions that look towards tomorrow. It started not in a boardroom, but among friends and colleagues united by a striking fact: AI data centres consume vast quantities of water. This sparked a question: what if the communities most affected by water scarcity could be the very ones who benefit from AI? What if we could harness technology to leave the world in a better place for the next generation?
Our philosophy isn't about either/or; it's about connection and coexistence. We believe AI and humanity can grow together, creating a virtuous cycle where every drop of water saved through better farming contributes to a world where AI earns its place – not just as a commercial tool, but as a genuine force for human good. Dhara is dedicated to building vital connections: between farmers and world-class agricultural knowledge, between communities and the policymakers who shape their future, and ultimately, between the promise of AI and the enduring needs of humanity.
Madhu
Madhu sees technology not as an end in itself, but as a bridge — and has spent a career making sure that bridge reaches the people who need it most.
Mohit
Quietly indispensable. Mohit does the research that grounds everything we do — making sure our ideas are built on evidence, not enthusiasm.
Shilpa
The fighter and the doer — Shilpa is the one who started the itch that became this initiative. Where others see complexity, she sees a problem worth solving, and won't stop until it is.
Gagan
Brings a deep commitment to equity and inclusion. Champions the voices of women farmers and marginalised communities within the initiative's design and governance.
Suveta
If this initiative has a soul, it's Suveta. Humanity and compassion personified — she is the constant reminder that behind every data point is a person, and behind every person is a life worth fighting for.
Ranjit
The thought leader who makes the room uncomfortable — in the best possible way. Ranjit asks the questions nobody wants to hear, challenges every assumption, and refuses to let good intentions substitute for rigorous thinking.
We started with a conversation. We are building something for the next generation.
Every Drop Saved Is a Step Towards AI for Humanity
In India, the challenges facing agriculture are immense and deeply complex. Farmers, the backbone of a nation that feeds itself, grapple daily with the vagaries of climate, soil, and limited resources. Water scarcity is not a distant threat but a present reality that demands immediate and thoughtful intervention. Simply put, the stakes for today's farming communities and for the future of our food security could not be higher.
Dhara stands at this critical juncture, committed to empowering these farmers. Our mission is to transform these challenges into opportunities through a multi-faceted approach: providing education that is personalized to each farmer's unique context, advocating for policies rooted in their lived experiences, and forging connections with world-class agricultural knowledge and technological innovation. We believe in harnessing the power of AI to make farming inherently more water-efficient, ensuring that every drop used contributes to a more sustainable and prosperous future.
This is not merely about technological advancement; it's about building a profound legacy. What we cultivate today – the knowledge shared, the water saved, the resilient communities fostered – is a direct investment in the generations to come. Every action we take, every drop saved, is a testament to our commitment to a better world, where technology serves humanity and leaves our planet in a more abundant state.
Education. Advocacy. Connections. For the next generation.
Ready to be part of this?
Whether you are a funder, a researcher, a farmer leader, or simply someone who believes AI should serve humanity — we want to hear from you.