For many dairy farmers in tropical countries, managing a herd today is far more challenging than it was 10 or 20 years ago. Rising feed costs, unpredictable weather, heat stress, disease pressure, and tighter profit margins mean that every management decision matters. At the same time, farms now have access to more information than ever before — milk records, activity monitoring, rumination data, reproduction reports, and feeding software. The challenge is no longer about collecting data. The...

Antimicrobial resistance (AMR) rightly dominates discussions about antibiotic use in animal agriculture, as resistant bacteria threaten animal, human, and environmental health. Yet by focusing only on AMR, we risk overlooking another critical impact of antibiotics—their hidden cost to gut health through disruption of the gut microbiome and the cascading physiological and economic consequences that follow. While there is a clear duty to treat animals with confirmed bacterial infections,...

In today’s dairy industry, farms are collecting more information than ever before. Milk yield, somatic cell count, reproduction records, feed intake, rumination activity, body condition scores, and health events are all tracked daily across many operations. Yet despite the abundance of data, many dairy farms still struggle with the same challenges — inconsistent milk production, heat stress, poor fertility, mastitis, and underperforming herds. The issue is often not a lack of information, but...