Only vibe-coding influencers were ever talking about 10x multipliers. Internally we expected 15%-25%. A big-3 consultancy told senior leadership "35%-50%" (and

Only vibe-coding influencers were ever talking about 10x multipliers. Internally we expected 15%-25%. A big-3 consultancy told senior leadership "35%-50%" (and then tried to upsell an AI Adoption project). And indeed we are seeing 15%-35% depending on which part of the org you look and how you measure the gains.