On the factory floor, machine downtime is a disaster – production can slow to a crawl or a complete stop, wasting precious time and money. To dodge downtime, manufacturers typically plan rigorous maintenance regimes – fixing problems before they even occur. That's great for keeping production running at full pace, but costly in terms of having the right experts and spare parts to hand at all times. Preventative maintenance is labour intensive and expensive. Have faith in data – and artificial intelligence.

Understand the AI mission- what is the ultimate goal of your AI . Then try to obtain diverse data sets which include data from different race, ethnicity, gender, pre medical conditions etc.,. Data integrity is the key to ensure the valid and expected outcomes. Appropriate procedures and controls to ensure data integrity. Understanding the Accountability of AI in terms of data access, data processing, and data analytics will help build smart, secure, and sustainable AI.

On the factory floor, machine downtime is a disaster – production can slow to a crawl or a complete stop, wasting precious time and money. To dodge downtime, manufacturers typically plan rigorous maintenance regimes – fixing problems before they even occur. That's great for keeping production running at full pace, but costly in terms of having the right experts and spare parts to hand at all times. Preventative maintenance is labour intensive and expensive. Have faith in data – and artificial intelligence.