Atoms, Bits, Money, Biology
How Human Ventures builds across four fundamental domains — hardware, software, finance, and biology — to deliver real value to farmers and the world.
Most companies pick a lane. You're a software company, a hardware company, a fintech, or a biotech. You hire for one discipline, build expertise in one domain, and stay in your comfort zone.
At Human Ventures, we couldn't afford that luxury. The problem we're solving — making goat farming profitable, sustainable, and accessible for small farmers in India — doesn't respect neat domain boundaries. It demands that we work across all four.
Biology
Everything starts with the goat.
India has over 148 million goats, and goat farming is the primary livelihood for millions of rural families. But mortality rates are devastating — farmers can lose 20-30% of their herd to preventable diseases, often because symptoms go undetected until it's too late.
Understanding goat health isn't a software problem. It's a biology problem. We needed to learn how body temperature fluctuates with illness, how humidity in a shed affects respiratory health, how herd dynamics change during breeding season. Our team spent months in goatshalas across Maharashtra, observing, recording, and building intuition about the animals we were trying to help.
This biological knowledge became the foundation for everything else. Without it, our sensors would collect meaningless numbers. With it, we can detect a sick goat before even the farmer notices.
Atoms
Biology told us what to measure. Now we needed something physical to measure it.
Our HEAR (Health Early Alert & Reporting) platform starts with hardware — BLE sensor tags attached to goats that continuously broadcast temperature and activity data, and ESP32-S3 hub devices installed in sheds that capture environmental readings like ambient temperature, humidity, and light levels.
Building hardware for rural India means designing for:
- Power constraints — Unreliable electricity means battery life is critical
- Connectivity gaps — No Wi-Fi, so we use cellular modems with hardware SSL
- Harsh environments — Dust, heat, moisture, and the occasional curious goat
We wrote custom firmware, forked TinyGSM to support hardware SSL on SIM7600 modems, and built a provisioning system that can flash and register devices at scale. Each hub scans for sensor tags via BLE, reads its own environmental sensors, captures images via ESP32-CAM, and ships everything to the cloud over LTE.
These atoms — circuits, antennas, sensors — are the bridge between the biological world and the digital one.
Bits
Raw sensor data is noise. The job of our software layer is to turn that noise into signal.
Our cloud infrastructure processes telemetry from the field in near-real-time:
- Ingestion pipelines receive IoT data and store it across hot, warm, and cold tiers — optimizing for both query speed and cost
- Statistical baselines are computed per goat, establishing what "normal" looks like for each individual animal using rolling mean and standard deviation
- Anomaly detection flags deviations — a goat whose temperature is 1.9 standard deviations above its personal baseline gets a health score that drops, triggering an alert
- Multi-channel notifications reach veterinarians and farmers via Slack, WhatsApp, and our mobile console app
We also built voice AI systems that can call farmers in Hindi to discuss loan repayments and health alerts — because in rural India, a phone call reaches further than a push notification.
The bits layer is where we spend most of our engineering time, but it's nothing without the atoms feeding it data and the biology giving it meaning.
Money
A farmer can have the healthiest goats in the district, but if they can't access credit to grow their herd, they're stuck.
Financial inclusion is the fourth pillar. Our Krishi Setu platform digitizes farmer onboarding — pulling Aadhaar, PAN, bank records, and land ownership data directly from government databases. What used to take weeks of paperwork is now a single-visit process that generates loan-ready dockets, including MUDRA scheme applications in regional languages.
Our financial modeling tools calculate P&L projections, debt service coverage ratios, IRR, and NPV for goat farming operations — giving banks the confidence to lend and giving farmers a clear picture of their business potential.
We built an ERP system that tracks the entire lifecycle: farmer enrollment, loan disbursement, goat purchases, health monitoring, and repayment. Money flows in a loop — credit enables the herd, healthy goats generate income, income services the loan, and the cycle continues.
The Loop
These four domains aren't separate business units. They form a single integrated loop:
Biology defines what matters → Atoms collect it from the physical world → Bits process it into actionable intelligence → Money funds the whole operation and flows back to the farmer.
Remove any one pillar and the system collapses. Without biology, the data is meaningless. Without atoms, there's no data. Without bits, the data sits unused. Without money, none of it is sustainable.
This is why we don't pick a lane. The problem demands all four, and we believe the companies that can operate across domains — building firmware one week and financial models the next — are the ones that will solve the hardest problems in the world.
We're hiring engineers who are excited to work across the stack — and across domains. If building IoT systems, serverless architectures, voice AI, and financial tools for rural India sounds interesting, reach out.