Banas Intelligence & Physical AI
BANAS AI
Real-world intelligence that predicts, forecasts, and acts
Banas AI builds two things. Banas Intelligence — an agentic system that reads many real-world sources at once and forecasts what is coming, starting with agriculture. And Physical AI — ground-truth data, trained models, and the physical devices that bring it all together.
What We Build
Banas Intelligence and Physical AI
One company, two pillars. Banas Intelligence forecasts the real world with an agentic system. Physical AI grounds it in ground-truth data, models being trained today, and the devices of tomorrow.
Banas Intelligence
Intelligence that considers many things as input
An agentic system that reads the whole real-world picture — not one number — and forecasts what is coming, then turns it into a clear decision. The first system is built for agriculture intelligence: live now for arecanut, and expanding to more commodities.
Sources it reads
- ●Prediction & forecasting powered by an agentic system
- ●Many real-world sources blended into one forecast and one decision
- ●First system live for agriculture — arecanut now, more commodities coming
Physical AI
Ground-truth data, trained models, and the devices to come
We take on data contracts, collect ground truth from the real world, and deliver it. On top of that data, our physical AI models are being trained today — with physical devices in the future pipeline to bring it all into the field.
- ●Data contracts — taken on, collected, and delivered
- ●Physical AI models being trained now
- ●Physical devices on the future roadmap
What We Offer
Intelligence built on ground-truth data
We turn real-world data into intelligence — Banas Intelligence integrates every signal into one forecasting layer — and we collect, curate, and deliver that ground-truth data for teams building the next generation of AI and robotics.
Banas Intelligence
All the different information — weather, water, market arrivals, news, policy, trade flows, price trends, and seasonal cycles — is integrated into one intelligence layer, turning raw data sources into forecasts and decisions.
Agricultural Datasets
Ground-truth data from real farms — soil, crop health, irrigation, and seasonal variation — collected by people who have worked the land, and structured for AI training.
Manufacturing Data
Operational data from production floors — machine states, defect patterns, and process telemetry — built for industrial AI and automation.
Custom Data Contracts
Tell us the crop, region, process, or sensor setup you need. We scope it, collect it in the field, and deliver clean, structured data.
Physical AI Expertise
Models trained for the physical world, grounded in real ground truth — with physical devices on the roadmap to bring it all into the field.
Region-Specific Coverage
Real regional conditions — local crop varieties, soils, seasons, and field-level ground truth — that global or synthetic datasets simply cannot replicate.
The expertise gap most AI data companies miss
Most data vendors treat agriculture and manufacturing as categories on a form. We treat them as domains we have lived in for generations.
Our agricultural roots run deep — our team consists of farming experts with deep real-world skills and expertise across diverse agricultural regions. We know which soil conditions matter by season, how crop stress looks in the field before it shows up in a sensor reading, and how farming practice varies across regions in ways that dramatically affect what an AI model needs to learn.
Our Physical AI team in Dublin brings the technical rigour — understanding not just how to collect data, but how models consume it, what failure modes look like, and how to structure datasets that generalise well to real-world deployment. Our professional software engineers build the pipelines and tooling that make everything production-ready. Together, we bridge the gap between the field and the model.
Trusted by AI and robotics teams building real-world systems
Register your interest in Banas Intelligence, or talk to us about a data contract.
Register Your InterestGenerational Agricultural Roots
Our field data is collected and validated by farming families with deep, multi-generational experience across Indian agricultural regions — not by contracted surveyors.
Physical AI Research Expertise
Our Dublin-based AI researchers ensure every dataset is structured for how physical AI models actually learn — not just how data is typically stored or sold.
End-to-End Engineering
Professional software engineers build and maintain our data pipelines and delivery systems — so you receive clean, structured, production-ready datasets every time.
Who We Are
Farming Expertise Meets Physical AI
Banas AI was founded at the intersection of two worlds — deep roots in real-world agriculture and cutting-edge expertise in Physical AI.
Our agricultural team consists of farming experts with deep real-world skills and expertise. These are not contracted surveyors — they are people who have lived and worked the land across diverse agricultural regions. They understand soil composition by touch, read weather patterns in the sky, and know crop health by subtle visual cues that no sensor can replicate. When we collect field data, we collect it with this irreplaceable real-world expertise behind every single data point.
Our Physical AI and technical team are based in Dublin and Karnataka (Bengaluru), working at the frontier of how machines learn to understand and interact with the physical world. They design our data collection methodology, define the labelling schemas, and ensure every dataset is built with model training in mind. Our professional software engineers build the tools, pipelines, and systems that make our datasets clean, structured, and ready to use the moment they reach you.
The result is something rare: a dataset company where farming expertise, AI research, and software engineering all work from the same vision — to deliver ground-truth data that reflects how agriculture and manufacturing actually work in the real world.
That same ground truth powers Banas Intelligence — our agentic forecasting system for agriculture — and lays the foundation for the physical devices still to come.
Banas Intelligence is an agentic system that forecasts the real world and turns it into clear, actionable decisions. It reads many real-world sources at once — not a single number — and weighs them together to predict what is coming.
The first Banas Intelligence system is built for agriculture intelligence: live now for arecanut, and expanding to more commodities. Explore it live at the live Banas Intelligence app.
Most forecasts lean on one signal. Banas Intelligence blends many at once — weather, water, market arrivals, news, policy, trade flows, price trends, and seasonal cycles. The agentic system reads all of them, weighs what matters right now, and produces one forecast and one decision. That is what makes it intelligence, not just a price ticker.
Physical AI is the hardware-and-data side of Banas. Today we take on data contracts — collecting and delivering ground-truth data from the real world. On top of that data, our physical AI models are being trained now, with physical devices on the future roadmap to bring it all into the field.
Banas Intelligence is live now for arecanut. Agriculture is our first domain, and we are expanding to more commodities over time — each one added as its own intelligence, trained on the same multi-source approach.
We collect and deliver ground-truth data from real farms and production floors — soil, crop health, machine and process telemetry, and more. Every dataset is gathered by farming experts who have worked the land, then cleaned and structured for AI and robotics.
Our field teams are embedded in farming communities across agricultural regions. Our Physical AI and engineering teams are based in Dublin and Karnataka (Bengaluru).
Use the contact form to register your interest in Banas Intelligence or a data contract, or email us at contact@banas-ai.com. We will come back to you.
Common Questions
Answers about Banas Intelligence, Physical AI, our data, and our team.
Ready to work with Banas AI?
Register your interest in Banas Intelligence, talk to us about a data contract, or explore the live product. Either way, we'll come back to you fast.
