A 10,000-Cow California Dairy Unifies Six Facilities on One Connected Platform

Cattlytics and Microsoft Dynamics 365 replaced paper records, disconnected hardware, and a legacy accounting system across a large-scale California dairy operation.

A 10,000-Cow California Dairy Unifies Six Facilities on One Connected Platform

Summary

A large-scale California dairy ran a 10,000-cow operation across six facilities on paper logs, disconnected hardware, and an accounting system it had outgrown. Folio3 AgTech deployed Cattlytics as the dairy operations layer, replaced QuickBooks with Microsoft Dynamics 365, and connected existing farm hardware into a unified platform covering herd management, health, breeding, and financial reporting.

About

This client is a large-scale commercial dairy operation based in California. The company manages a milking herd of over 10,000 cows and an equivalent number of replacement heifers across multiple facilities spanning thousands of acres. Fresh milk is produced under an exclusive arrangement with a member-owned dairy cooperative. The operation employs more than 120 farm staff across a bilingual workforce.

Solutions Built

Industry

Commercial Dairy Farming

Geography Served

California, USA

Technology

Cattlytics · Microsoft Dynamics 365

Scale of Operations

1,000

Dairy cows managed on Cattlytics for the first time across a commercial California dairy

6

Disconnected dairy facilities unified under one connected operations and financial platform

18,000

Animals tracked across the full lifecycle from calf ranch through lactation and sale

120

Farm staff operating on a unified digital platform for the first time

The Challenge

A Multi-Site Dairy Running on Paper, Legacy Software, and Disconnected Hardware

This dairy operates at a scale that most dairy management tools are not built for. Across its facilities and thousands of head of cattle, the operation ran on tools that were never designed for it. Paper logs tracked animals that collars and meters were already monitoring electronically. QuickBooks handled finances that needed an enterprise-grade system. The hardware was there. A connected platform was not.

A Multi-Site Dairy Running on Paper, Legacy Software, and Disconnected Hardware

Paper-Based Animal Records

Feeding logs, ration management, and movement records across calf, weaning, breeding, springer, and dry pens were all tracked on paper.

Accounting System Too Small

QuickBooks could not support the financial reporting, multi-facility reconciliation, or operational complexity a dairy of this size required.

Disconnected Farm Hardware

Active collars, milk meters, EID readers, and weight scales generated data that no central system captured or consolidated.

Uneven Milk Visibility

One facility had real-time individual milk data. Five operated on monthly third-party inspections with no timely visibility between checks.

Our Approach

How Folio3 AgTech Deployed a Connected Platform Across a Commercial Dairy Operation

Folio3 AgTech entered the engagement with a defined scope: deploy Cattlytics as the livestock operations platform, replace QuickBooks with Microsoft Dynamics 365, and close the gap between the farm's existing hardware and a system that could put that data to use. The approach was structured around sequencing before speed.

1

Discovery and Operational Mapping

Documented animal lifecycle flows, pen structures, ration schedules, hardware configurations, and system dependencies across all dairy facilities before any build began.

2

Cattlytics Dairy Deployment

Configured Cattlytics to manage herd records, health events, breeding, calving, animal movement, and milk production across the full livestock lifecycle.

3

Microsoft Dynamics 365 Implementation

Replaced QuickBooks with Dynamics 365 covering general ledger, accounts payable and receivable, purchasing, inventory, and financial reporting across the full operation.

4

Hardware Integration Layer

Connected AFI and SCR collars, AFI milk meters, Allflex EID readers, and weight scales to Cattlytics so animal data flows automatically into the platform.

5

Bilingual Rollout and Training

Delivered role-based training and mobile access in English and Spanish to support adoption across all facilities and a mixed-language workforce.

The Platform

A Connected System for Livestock Operations, Hardware Data, and Financial Management

Folio3 AgTech delivered two platforms working as one: Cattlytics handling everything on the livestock side and Dynamics 365 managing the financial and operational back end. Together, they give the operation a single view of the animal, the herd, and the business.

A Connected System for Livestock Operations, Hardware Data, and Financial Management

Lifecycle Herd Management

Every animal from birth through lactation carries a complete digital record covering movements, health events, and milk production history.

Health and Vaccination Tracking

Medication records, vaccination protocols, treatment history, and withdrawal timelines are logged against each animal individually in Cattlytics.

Breeding and Reproduction

AI, embryo transfer, pregnancy checks, and calving records are captured at the animal level with complete sire and outcome attribution.

Hardware Data Integration

Collar activity, milk meter readings, EID scans, and weight measurements push automatically into Cattlytics from equipment already on the farm.

Milk Production Records

Herd-level and individual milk data consolidated across facilities, with automated data intake from AFI meters where installed.

D365 Financial Management

General ledger, AP/AR, purchasing, and operational reporting run on Dynamics 365, replacing the accounting setup the operation had outgrown.

Internal Transfer Costing

Hospital pen and fresh milk used internally are valued and recorded in D365, closing a gap in operational cost tracking.

Bilingual Mobile Access

Cattlytics runs in English and Spanish on mobile, built for field staff managing animals across multiple pens and sites.

Connected Operations Across Livestock Management, Hardware, and Finance

After deployment, the dairy moved from paper logs and isolated hardware to a connected platform covering all its facilities. Cattlytics manages the complete livestock lifecycle while Dynamics 365 runs financial operations. Hardware data now flows automatically into both platforms without manual entry. Bilingual teams at every site access the same records and tools from the field.

Running a Commercial Dairy Shouldn't Mean Managing It in Pieces

This operation brought livestock management, farm hardware, and financial reporting onto a connected platform built for commercial-scale dairy.

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