- AI SPEND WITH NO ROI — 85% of enterprise AI projects miss ROI targets. SMEs copy the failure patterns at higher relative cost.
- TOOL SPRAWL — subscriptions that overlap, lock you in, and leak data.
- DECISIONS BY DEMO — tools chosen from sales demos that die in production.
Read how we cut AI costs by 80% with a 4-question framework →