How Continuous Monitoring Enables Earlier Detection of Production Problems

Production problems rarely appear overnight.

Whether the outcome is declining growth, reduced performance or increasing mortality, production losses are often the result of small changes that began much earlier.

Animals continuously respond to changes in their environment by drinking, eating, growing and behaving differently.

The challenge is recognising these changes before they begin affecting production performance.

As livestock production becomes larger and more complex, many producers are looking for better ways to identify developing challenges earlier.

Continuous monitoring helps improve visibility into these early changes by providing ongoing insight into production conditions throughout the day.

Why Production Problems Are Often Difficult To Detect

Many factors can influence production performance.

Examples include:

  • Changes in water consumption
  • Reduced growth rates
  • Environmental stress
  • Ventilation issues
  • Emerging health challenges

Initially, these changes may be small and difficult to observe.

When production teams manage multiple barns or large numbers of animals, subtle deviations can easily go unnoticed until performance has already been affected.

Continuous monitoring is valuable because it reveals trends that are difficult to identify through routine inspections alone.

Why Are Small Production Changes So Important?

Learn how early production changes can provide valuable insight before performance begins to decline.

→ Read: How to Detect Health Problems Earlier in Pig Production and How to Detect Health Problems Earlier in Poultry Production

Why are small production changes so important?
Learn how early production changes can provide valuable insight before performance begins to decline.
No items found.

Continuous Monitoring Provides Visibility Between Inspections

Traditional production management often relies on periodic observations.

However, many important changes occur between inspections.

Rather than replacing visual inspections, continuous monitoring complements them by providing visibility into what happens between observations.

Continuous monitoring helps bridge these gaps by providing ongoing insight into production conditions throughout the day and night.

Rather than relying solely on occasional observations, producers gain access to trends and patterns that may indicate developing challenges.

The objective is not simply to collect more data.

The objective is to improve visibility into production conditions and identify meaningful deviations sooner.

Trends are often more valuable than individual measurements

A single measurement rarely tells the full story.

Production performance is rarely influenced by one event.

It is usually the result of gradual changes developing over time.

For example:

  • Is water consumption decreasing?
  • Is growth development slowing?
  • Are environmental conditions becoming unstable?
  • Are unusual patterns beginning to emerge?

Continuous monitoring allows producers to focus on trends rather than isolated observations.

This can help reveal developing issues before they become visible through traditional performance indicators such as mortality.

Why is water consumption one of the earliest warning signs?

Discover how changes in water consumption can provide valuable insight into developing production challenges.

→ Read: Why Water Consumption Is an Early Indicator of Pig Health and Why Water Consumption Is an Early Indicator of Poultry Health

Earlier Insight Supports Better Decisions

The value of continuous monitoring is not simply collecting production data.

It is recognising meaningful changes early enough to investigate them before production performance declines.

When deviations are identified earlier, producers have more time to:

  • Investigate potential causes
  • Verify conditions within the barn
  • Prioritise inspections
  • Implement corrective actions
  • Minimise the impact on production

Continuous monitoring does not replace experience.

It supports better decision-making by providing earlier visibility into changing production conditions.

How do production trends support proactive management?

Learn why successful producers are moving from reacting to problems towards identifying them earlier.

→ Read: Reactive vs Proactive Pig Production Management and Reactive vs Proactive Poultry Production Management

Not All Indicators Provide The Same Level of Insight

Different production challenges may reveal themselves through different indicators.

Some problems may first appear through:

  • Water consumption patterns
  • Growth performance
  • Environmental conditions
  • Animal behaviour

For this reason, producers often combine multiple indicators to build a more complete understanding of what is happening inside the barn.

Understanding which indicators change first is the foundation of earlier detection.

But how does environmental conditions impact the production?

→ Read: How Environmental Conditions Influence Poultry Performance and Environmental Conditions and Their Impact on Pig Performance

Conclusion

Production problems rarely appear overnight.

In most cases, small changes occur long before performance losses become visible.

Continuous monitoring helps improve visibility into these changes by providing ongoing insight into production conditions and trends.

The objective is not to collect more data.

It is to gain earlier visibility into production conditions, allowing producers to investigate developing challenges before they begin affecting performance.

The next step is understanding which production indicators provide the earliest warning signs—and how they can support earlier decision-making.

Continue Reading: Which Production Indicators Can Help Detect Health Problems Earlier?

Explore how water consumption, growth performance and other production indicators provide earlier insight into production performance.

Explore the indicators

Consequences of Insufficient Climate Monitoring in Poultry Houses
Learn how continuous monitoring helps producers identify developing production challenges through changes in water consumption, growth performance and other key production indicators.

Environmental stability is essential for maintaining health, welfare, and uniform growth in poultry production. When temperature, air quality, and airflow are not monitored continuously, deviations often develop gradually and remain unnoticed until they have already affected flock performance. These changes influence bird behavior and overall productivity.

Temperature Drift and Uneven Growth

Temperature variation is one of the earliest consequences of inadequate monitoring. Birds respond by clustering in warmer areas and avoiding cooler zones, which alters feed access and increases competition. Over time, these behavioral adjustments lead to measurable differences in body weight and feed conversion. Because temperature drift develops slowly, it is rarely detected through periodic checks alone.

Humidity Rise and Litter Stagnation

Humidity increases rapidly when ventilation is reduced, especially during nighttime or cold weather. Without monitoring, these fluctuations remain unnoticed until litter becomes wet or compacted. Elevated humidity accelerates ammonia release and reduces resting comfort. Birds avoid wet areas, concentrating stocking density in drier zones and reinforcing uneven growth patterns.

Air Quality Decline: CO₂ and Ammonia Accumulation

CO₂ and ammonia are invisible and cannot be reliably assessed through sensory cues. When ventilation weakens, CO₂ accumulates quickly, reducing bird activity and suppressing feed intake. Ammonia rises as litter moisture increases, irritating the respiratory tract and compromising immune defenses. Manual checks detect air quality problems too late, because CO₂ and ammonia can reach harmful levels long before they become noticeable to humans.

Ammonia levels have a direct impact on animal welfare, growth, and feed efficiency in poultry production. Explore how accurate ammonia measurement can help you maintain optimal conditions and improve overall results.

Increased Production With Robust Sensors
Learn how continuous monitoring helps producers identify developing production challenges through changes in water consumption, growth performance and other key production indicators.

Using robust sensors in livestock production can help you increase production. Robust sensors need less maintenance and last longer.

Our sensors are specially designed for the harsh environment in livestock houses and withstand dust, high humidity, temperature swings, and high levels of ammonia.

By monitoring the climate and keeping it consistent and optimum for the animals the production outcome increases. Keeping track of the FCR also help raising the production.

Automatic Climate Control In Greenhouses Increases Yield
Learn how continuous monitoring helps producers identify developing production challenges through changes in water consumption, growth performance and other key production indicators.

Automatic climate control in greenhouses has been shown to significantly increase production by creating a more optimal growing environment for plants.

Maintain Stable Temperature and Humidity

One of the primary benefits of automatic climate control is the ability to maintain a consistent temperature and humidity level within the greenhouse. This helps to reduce stress on plants and allows them to grow more efficiently, resulting in higher yields. Accurate monitoring of CO₂ levels is an important part of greenhouse climate management and can help optimize plant growth and yield.

Learn more about agricultural CO₂ sensors.

Using accurate temperature and humidity sensors such as DOL 104 and DOL 114 in connection with a controller that regulates the climate system automatically will help you getting the optimum climate in your greenhouse.

Optimize Light and CO₂ Levels

In addition to temperature and humidity control, automatic climate control systems can also be used to regulate the amount of light that plants receive with use of e.g. DOL 16 light sensor, as well as the levels of CO2 (e.g. with DOL 119 or DOL 139)and other gases in the air. By optimizing these factors, farmers can create a more conducive environment for plant growth and increase production.

Selected Sensors

No items found.

Documents

No items found.

Join our newsletter

Stay ahead in livestock production.

Join our newsletter and get industry insights, expert perspectives, and practical strategies for optimizing performance and efficiency.