Consilium Expert Panel Model: Practical Mode Selection, Orchestration, and Workflow Optimization for Real-World AI

https://andreadrw330.theglensecret.com/defensible-board-ready-recommendations-using-sequential-mode

1. Why a Mode-Selection Guide Stops Expensive AI Surprises Most AI projects fail because teams pick a model or setting that sounds powerful, then discover it is unsuitable when the live system faces messy inputs