[Amir]

To record and analyze production data, define objectives, implement automated and manual data collection methods like IIoT sensors and software, clean and centralize the data, apply various analysis techniques (descriptive, diagnostic, predictive, prescriptive), visualize findings with dashboards and reports, and communicate insights to stakeholders for continuous improvement.

[Amir]

Nutrition is crucial in livestock production for enhancing growth, reproductive success, and meat quality, all while improving animal health and disease resistance.

[Amir]

Anti nutritional factor.

[Muhammad zubair Ali]

Temperature fluctuations can cause stress and this is not good biosecurity practice.

[Muhammad zubair Ali]

Excellent

[Ali Husnain]

1) Routine Herd Health Visits.

2) Post-Calving Checks.

3) Pregnancy Diagnosis.

4) “Not Seen Bulling”.

5) General Wellness and Physical Examination.

[Ali Husnain]

It can cause stress in two ways.

Either cold stress or heat stress (both are in the extreme conditions of weather).

[Ali Husnain]

less activity,

lethargic, low feed and water intake, noisy, ruffled or dropped feathers unable to walk.

[Dr Shabir]

to maintain and boost the metabolism, keep liver and GIT healthy. gut microflora in favor of digestion and health

[Dr Shabir]

2-3 times collection, avoid breakage and dirtiness. store at cool place, broader on upper side, try to set fod hatching within one week

[Dr Shabir]

2-3 times a day. most crucial period fir health monitoring first week

[Dr Shabir]

too hard and too soft shell eggs both are not better for hatching

[Dr Shabir]

grit small hard material for feed grinding but in commercial feeding poultry don’t need grit

[Dr Shabir]

provide electrolytes

[AHMED]

Thanks for the detailed response