Businesses across the globe are acknowledging the necessity of utilizing artificial intelligence in becoming a data-driven organization, improving processes, better understanding customer needs, and driving innovation with data. The global AI market value is projected to grow from $47.7 billion in 2021 to $360 billion in 2028 at a CAGR of 33.6%. Despite a promising future, most companies are struggling to scale their AI initiatives. Large volumes of data, governance issues, finding and prioritizing a business use case, etc., are common barriers to AI adoption. To combat the above challenges, the field of MLOps has emerged.