Now piloting in California

The intelligence layer
for dairy operations

Dairy farms run on fragmented, disconnected software. agAI unifies the data and builds AI that actually understands the farm — private, domain-specific, and designed to make decisions, not just display charts.


The Problem

Every dairy runs on 5+ systems. Nobody has unified them.

Herd management, nutrition, lab diagnostics, genetics, milk records, weather, market prices — all on different software, different machines, with no reliable networking between them. Farmers and consultants piece it together manually.

Disconnected software

DairyComp on one PC, EZFeed on another, DHI records from a third-party lab. No APIs between them. Consultants cross-reference in their heads.

No intelligence layer

The data exists to predict mastitis, optimize breeding, and forecast production. Nobody's built the system to do it — because nobody's unified the data first.


The Platform

One pipeline from farm to insight

A desktop agent on each dairy PC watches for data exports, pushes them through a normalization engine, and lands them in a unified database. AI reads from one source of truth across every farm.

Sources
Every dairy system
Herd management, nutrition, lab, weather, prices, genomics — anywhere data lives.
Sync
One unified schema
Normalized across vendors, enriched with weather and market data, stored per farm.
Brain
Your dairy assistant
Language models, machine learning, and dairy-specific tools — all orchestrated by one assistant we own.
Decisions
Answers and actions
Predictions, alerts, breeding lists, ration tweaks — delivered where the work happens.
DairyComp EZFeed DHIA BoviSync VAS Lely AfiMilk GEA Milk shipments Weather Milk prices Genomics Lab results Open-Meteo USDA

Products

Across the system

A breakdown of our products. Each covers a different stage of the pipeline above — except the brain itself, which is detailed in the next section.

LAB

Cloud diagnostics platform for dairy veterinary labs. The full path from sample pickup to results in the farmer's hands.

0+ tests processed
  • AI herd health consultation with dairy-specific tools
  • Automated interpretation of advanced pathogen testing
  • Results delivered straight into DairyComp on-farm
  • Client portal with trends, alerts, and AI insights

Command Center

The everyday workspace for farms and consultants. Pen-level views, herd analytics, and AI decision tools in one place.

  • AI breeding advisor — sire matching with inbreeding checks
  • Reproduction pipeline tracking
  • Milk production analytics and profitability tools
  • Drug withdrawal advisor for milk-safe medication tracking

Sync Server

The pipeline that turns messy farm exports into a clean, unified database.

  • Handles every export format dairy software produces
  • Auto-enriched with weather, milk prices, and commodities
  • Reliable ingestion with no duplicates

Desktop Agent

A quiet background app on every farm PC. No LAN, no IT department needed — each PC phones home on its own.

  • Installs in minutes, runs invisibly
  • Plugs into every dairy software vendor
  • Live status across every connected farm

The Engine

Your dairy assistant
at its foundation.

The assistant orchestrates everything underneath — language models, machine learning, and dairy-specific tools. Built and owned by agAI.

Private AI

Run on our private models or your choice of third-party API. Your data stays on your terms — and we control the assistant, not just rent the model.

Purpose-built models

Language models can't predict which cows will get mastitis next week. Purpose-built models trained on real dairy data can. We build them.

Decisions, not dashboards

A chart of last month's mastitis rate is retrospective. agAI flags developing problems before anyone sees them and adjusts plans automatically.

Under the hood
Language Models

Language Models

Natural language front-end to the platform. A farmer asks a question; the language model assembles context, calls the right prediction models, and explains the answer in plain English.

  • Tool-calling — pulls farm data on demand through purpose-built dairy tools
  • Persistent memory — cross-session herd observations
  • Knowledge retrieval — searches herd notes, knowledge base, and protocols
  • Flexible inference — our private models, or a third-party provider of your choice
Machine Learning

Machine Learning Models

Purpose-built models for specific prediction tasks — neural networks where they help, simpler models where they don't. Trained on real dairy data, fine-tuned per farm over time.

  • Feed intake forecast — pen-level dry matter intake without per-cow data
  • Mastitis risk — predicts which cows are most likely to develop mastitis from culture and somatic cell history
  • Reproduction timing — optimal breeding windows from historical data
  • Milk yield forecast — forecasts milk yield by pen and individual cow
  • Cull ranking — ranks cows by economic value to guide cull decisions

Team

Built by industry experts and engineers

Engineering & Product

Full-stack + Applied AI

Engineering team with deep dairy nutrition science background. Builds the data pipeline, AI engine, and product end-to-end.

Industry & Operations

Dairy domain expertise

Hands-on experience across California dairy operations — herd health, reproduction, and nutrition consulting at scale.