Data & MLOps
The New Economics of MLOps
The MLOps conversation is shifting from model deployment to portfolio economics: utilization, reuse, reliability and the cost of every decision.
The first generation of MLOps focused on getting models into production. The next generation must ask which models deserve to stay there.
Measure the cost of a useful decision
Teams should connect platform spend to accepted recommendations, automated resolutions or prevented losses.
A mature MLOps platform optimizes the economics of decisions, not the number of deployed models.
BELFORT Data & MLOps
