Why "AI First" Is a Terrible Enterprise Strategy
from David Linthicum Hosted by David Linthicum
Everyone in tech wants to sound visionary, so they slap "AI-first" on every strategy deck and call it transformation. But turning AI into your business religion is how companies waste money, confuse priorities, and build expensive systems nobody actually needs. In this video, I break down why "AI-first enterprise" is a dangerous phrase, why it repeats the same mistakes we saw with cloud, blockchain, and big data, and why technology should never come before the mission. AI can absolutely create value, but only when it is used with discipline, clear goals, and measurable outcomes. If leaders start with the tool instead of the problem, they usually end with bloated budgets, weak ROI, and teams chasing hype instead of results. This is not an anti-AI argument. It is an anti-stupidity argument. Enterprises do not need more buzzwords, more vendor spin, or more pressure to shove AI into everything. They need better judgment, better strategy, and the courage to say no when AI is the wrong fit. If your company is obsessed with being AI-first, this video explains why that mindset could become a very expensive mistake. Smart companies use AI selectively, ruthlessly, and only where it solves real business problems for growth.
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