Why many AI consulting projects end in PowerPoint, not delivery

📰 Medium · AI

Many AI consulting projects fail to deliver due to confusion between advice and implementation, learn how to avoid this pitfall

intermediate Published 16 Apr 2026

Action Steps

Define project goals clearly using specific key performance indicators (KPIs)
Distinguish between advisory and delivery phases in AI projects
Establish a detailed implementation roadmap with milestones and timelines
Identify and allocate necessary resources for delivery
Monitor progress and adjust the project plan as needed

Who Needs to Know This

AI consultants, project managers, and clients can benefit from understanding the difference between advisory and delivery phases to ensure successful project outcomes

Key Insight

💡 Confusing advice with delivery can lead to failed AI projects, clear goals and implementation planning are crucial