MLTrustOps
Artificial intelligence (AI) has quickly evolved from an emerging technology to a nearly ubiquitous facet of modern industry. Globally, the market for AI is slated to top $1 trillion by 2028. To address these concerns, MLTrustOps, a process that iterates upon traditional MLOps policies and pipelines to address the emerging challenges associated with creating high quality, trustworthy, and scalable production ML systems.
MLTrustOps aims to make the abstract and aspirational frameworks of Trust laid out by groups like NIST actionable and applicable to the real-world development of safe and trustworthy next generation ML systems.