Harness engineering is the missing discipline in enterprise AI adoption

Access to AI is near universal at 88% of organizations, but only 6% reach high performance. The difference is harness engineering, not model choice. BCG puts 70% of AI value in process and pipeline design, 10% in the algorithm itself.

Prompt engineering is only the first step to create great AI

The first five hours of prompt work produce a 35% accuracy gain. The next 60 add only 6%. The best organizations treat prompt engineering as only the first step.

Your AI support bot isn't stupid

Peer-reviewed research shows the same LLM swings from 50% to 87% accuracy based solely on retrieval pipeline design. Yet 95% of enterprise AI pilots deliver zero P&L impact. The model was never the bottleneck.

AI Slop is the New Spam

AI responses without the right information return the same things as SPAM. Generic, vague and formulaic. It is called SLOP for a reason. Learn how SLOP happens and how to fix it.