Perspective
Technology & Manufacturing
The Platform Decision: You Can’t Undo It.
The platform decision is the most consequential architecture choice a company makes, and the one most often made as a procurement exercise rather than a strategic one.
Practice
Tech & AI
The model hallucinated. Your liability did not.
729+ documented AI hallucination incidents in enterprise and legal settings by 2025. Sanctions reaching six figures. California AB 316, in force since January 1, 2026, eliminates the AI-did-it defense. The model's error is your liability. The question is whether you have built the controls that make it defensible.
Perspective
Brand & IP Strategy
You built the campaign. Do you own it?
The productivity gain from AI creative is real. The ownership gap it creates is not.
Practice
Tech & AI
Deploy the agent. Not the liability.
97% of enterprise leaders expect a material AI agent incident within the year. Only 14.4% of agents went live with full security approval. The gap is not a model problem. It is a governance problem. Four questions close it before go-live.
Practice
Tech & AI
Your data is an asset. You are not pricing it.
Only 39% of firms manage data as a formal business asset. Top performers generate 11% of revenue from it. Lower performers generate 2%. The gap is not a technology problem. It is a decision problem.
Practice
Tech & AI
You have a multi-cloud strategy. You are still locked in.
89% of organizations say they have a multi-cloud strategy. 42% are considering moving workloads back on-premises to escape vendor dependency. The strategy and the reality are not the same thing. Lock-in is not a contract problem. It is an architecture problem.