Applications

One platform.
Multiple dairy applications.

Merlin transforms inline milk measurements into operational visibility. The same measurement that runs at every milking also supports udder health, reproductive insight, and nutritional efficiency — continuously, cow by cow, without additional steps.

Udder Health

Earlier detection. More targeted response.

Merlin's inline measurement provides an early read on udder health at milking frequency. Deviations can appear before clinical signs — giving veterinarians and herd managers a diagnostic window that bulk tank monitoring cannot provide.

A cow trending across consecutive milkings is a different signal from a single reading. Continuous data makes that distinction legible and actionable.

  • Cow-level signals at every milking, not monthly averages
  • Early indication of subclinical udder health changes
  • Trending patterns — not isolated data points
  • More targeted treatment decisions
Current approach
Monthly bulk tank average
Clinical detection only
Reactive treatment after milk loss
Herd-level penalties, not cow-level data
With Merlin inline
Cow-level signals every milking
Early detection before symptoms
Trending alerts across milkings
Proactive, targeted intervention
Reproductive Signal

Reproductive insight at milking frequency.

Merlin's inline measurement supports reproductive visibility without relying only on activity data or scheduled manual checks.

Reproductive Insight

Automated reproductive monitoring. Earlier confirmation.

The measurement provides a direct read on reproductive status at milking frequency, with a continuity that activity-based monitoring alone cannot match.

Inline measurement at milking frequency allows reproductive monitoring to be automated and grounded in real data. Confirmation can come earlier than traditional scheduling allows, and changes surface while intervention is still practical.

  • Automated reproductive cycle monitoring
  • Earlier confirmation
  • Identification of cows that need attention
  • Reduced dependency on manual checks
Milk Components

Milk quality visibility. Milking by milking.

Quality payment programs reward milk composition. Continuous individual-cow data creates a feedback loop that monthly testing cannot — ration responses visible in days, not at the next test cycle.

Ration response tracking

See how milk quality responds to feed changes at the individual cow and group level within days. Make adjustments with real data rather than waiting for the next test result.

Quality payment optimization

Identify which animals, groups, and periods drive quality — and which dilute premiums. Continuous cow-level visibility helps connect quality gains directly to the operation.

Early health signals

Milk quality shifts can be an early indicator of subclinical udder health changes and metabolic stress — often appearing before other signs. Continuous monitoring captures this window.

Further Applications

Research and processor visibility.

The same measurement infrastructure that serves operational decisions also serves research objectives and supply chain quality programs — without additional instrumentation.

Research & Validation

High-frequency data at commercial scale.

Traditional research is constrained by sampling frequency. Inline measurement at milking frequency — individual cow, every event — produces datasets unavailable through conventional testing. That enables faster hypothesis testing, richer characterization, and the ability to study dynamics that monthly sampling cannot resolve.

✓ Individual cow data at milking frequency
Discuss research collaboration →
Processor Quality Visibility

Quality intelligence at the point of production.

Processors currently receive quality data from bulk tank averages collected intermittently. Inline measurement creates the possibility of real-time quality signals at farm level — routing decisions grounded in continuous data, quality programs supported by individual-cow history, and supply chain visibility that periodic sampling cannot provide.

✓ Quality data before the milk leaves the farm
Discuss your operation →

Operational philosophy

Milk the cow.
Milk the data.

Every milking event already contains operational intelligence — milk quality, udder health, reproductive cycle, and nutritional efficiency — at every cow, at every milking. Merlin's continuous inline measurement is the infrastructure to extract it.

How the Platform Works

From parlor to decision. Continuously.

The data pipeline is fully automatic. No sample handling. No manual steps. No laboratory wait.

01

Milk passes through the inline sensor

During a standard milking event, milk flows through the Merlin sensor. No diversion. No additional steps in the cow path. No change to existing parlor routine.

02

Measurements are captured inline

Merlin's inline measurement runs during the milking event and the results are attributed to the individual cow — automatically, with no sample handling.

03

Data is structured in the platform

Values are processed and stored. Longitudinal records are built cow by cow, milking by milking — continuously updated and available through the platform interface.

04

Insights become actionable

Alerts, trends, and reports are delivered to the right role — producer, nutritionist, veterinarian, or processor — in the format they need to act on the data.

Get Started

Ready to explore your operation?

We’re working with a focused group of producers, processors, veterinarians, and researchers ahead of commercial launch. If your operation could benefit from continuous inline milk intelligence, we’d like to talk.