Beyond GPT-4o: Optimizing AI Model Economics for Slack Workflows

As enterprises scale AI assistants within communication platforms, selecting the optimal model has evolved from a simple technical choice into a critical cost-performance engineering problem. With pricing spanning 12x differences between premium and budget options and strict production requirements—sub-1.5-second latency, 99.9% uptime, under $0.40 per active user monthly—organizations can no longer rely on generic benchmark scores. This practical guide offers production-tested selection criteria that balance real-world operational constraints with financial viability, enabling teams to maximize Slack AI effectiveness without sacrificing economics or user experience.