MachineCon 2025

A single command hub can standardize tooling and safeguard quality but may slow decisions, whereas federated squads drive domain intimacy and rapid experimentation at the cost of duplicated effort. Panelists explore hybrid playbooks that promise both control and speed.

A home-grown stack offers tailored control yet demands scarce talent and long timelines, while vendors promise instant scale but risk lock-in and limited flexibility. Leaders debate which path reaches real-time insight fastest.

Early deployments often shave costs but rarely shift the P and L in a big way. This session uncovers hard lessons and practical playbooks for turning scattered pilots into profit engines that matter to the board.