Data Pipelines
Data Pipelines on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on data pipelines in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around data pipelines, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Yelp Unifies ML Model Training with Training Orchestrator
Yelp has streamlined its machine learning model training process with the launch of Training Orchestrator, a new internal framework designed to enhance efficiency and consistency. Replacing disparate team scripts, this configuration-driven system utilizes a DAG-based execution model for improved control and scalability. This shift empowers data scientists to focus on model development, not infrastructure management. For further insight into the complexities of AI agent evaluation, explore our recent article on the challenges of ensuring a perfect conversation, as discussed at VB Transform 2026.
Agents think in milliseconds, legacy infrastructure doesn't. LinkedIn, Walmart and Zendesk shared how they closed the gap at VB Transform 2026
Agents operate at lightning speed, but legacy infrastructure often lags behind. A key takeaway from VB Transform 2026 was clear: the real bottleneck in AI agent deployment isn't the models themselves, but rather the underlying infrastructure. LinkedIn, Walmart, and Zendesk shared their experiences navigating this challenge, highlighting the need for a shift from human-centric systems to those optimized for agentic workflows. Discover how these leaders are building for model and context independence to unlock greater productivity and innovation.