Research background
For Researchers

Your research shouldn't wait on data collection.

You have hypotheses to test, papers to publish, and a tenure clock that doesn't pause. The last thing you need is six months spent negotiating farm access and cleaning spreadsheets.

What if the data was already there — structured, clean, and waiting?

The dirty secret of dairy research.

Most dairy studies spend more time acquiring and cleaning data than analyzing it. You know this. Your grad students definitely know this.

Farm records are scattered across whiteboards, paper logs, and software systems that don't export cleanly. By the time you've built relationships with enough farms and standardized their data formats, half your grant period is gone.

“The breakthrough isn't in the analysis. It's in having clean data to analyze in the first place.”

We work with commercial dairies every day. Their data flows through our system — health events, production records, treatments, breeding, nutrition. All timestamped. All structured. All queryable.

With farmer consent, that data can accelerate your research by months.

How research partnerships work

01

Define Your Needs

Tell us what you're studying — variables, sample sizes, timeframes. We'll tell you what's possible with our existing farm network.

02

We Handle Consent

Our farmers trust us. When we explain the research value, many are willing to contribute anonymized data. We manage all permissions.

03

Clean Data Delivered

You get structured datasets in your preferred format. No cleaning. No standardization headaches. Just data ready for analysis.

CATTLEytics team collaborating on dairy data solutions

Our team working with farm partners to structure and deliver research-ready data

Data that's actually usable.

Our platform captures the full picture of dairy operations — not just what gets reported, but what actually happens day to day.

Daily milk production
Health events & treatments
Reproduction records
Nutrition & feed data
Behavior observations
Environmental conditions
Labor & task completion
Genetic & lineage data
Team reviewing dairy analytics and health data visualizations

Academic Pricing

We offer special rates for academic institutions. Data access, API integrations, and custom exports — priced for research budgets, not enterprise ones.

Bulk data export in multiple formats
API access for programmatic queries
Custom dataset creation
Ongoing data feeds for longitudinal studies
Discuss Your Project

The insight that changes research timelines.

The farms that will transform your research are already collecting the data you need. They just don't know you exist yet. We're the bridge.

1 in 50 dairy cows in North America run through our system. That's a sample size worth talking about.

Research areas we support

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Animal Health & Welfare

Disease patterns, treatment efficacy, early detection indicators, welfare metrics.

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Nutrition & Feed Efficiency

Ration performance, component responses, feed conversion, metabolic health.

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Reproduction & Genetics

Fertility trends, genetic performance, breeding outcomes, genomic correlations.

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Behavior & Environment

Activity patterns, environmental impacts, heat stress, housing effects.

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Farm Economics

Production economics, labor efficiency, technology ROI, decision modeling.

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Systems & Technology

Sensor validation, automation impacts, data integration, decision support.

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A note on data privacy

We never share farm data without explicit farmer consent. Period. Our farmers trust us with their operations — we take that seriously. All research data is anonymized, and farmers can opt out at any time. Your IRB will appreciate our consent protocols.

Let's talk about your research.

Whether you're scoping a new study or looking for data to validate existing findings, we'd love to explore how we can help.