BlogThinking out loud
Thinking out loud
about AI that works.
Lessons from building AI into real businesses and what it means for yours.
AI Integration
Why 40% of Agentic AI Projects Will Be Canceled by 2027
Gartner predicts 40% of agentic AI projects will be canceled by 2027. The root cause is integration, not intelligence. Here is what separates the survivors.
Liquid Intent|11 min read
Strategy
Ungoverned AI Is Becoming Shadow Operations
98% of organizations have ungoverned AI. Learn what shadow operations cost, why bans fail, and how to audit and govern AI before EU AI Act enforcement.
Liquid Intent|8 min read
Strategy
How to Evaluate an AI Development Partner
Most AI partnerships fail before they start. Learn the evaluation criteria, red flags, and accountability questions that separate real AI partners from vendors.
Liquid Intent|8 min read
AI Integration
Why 80% of AI Projects Fail (And What to Do Instead)
Most AI projects fail for business reasons, not technical ones. Learn the five failure patterns behind the 80% failure rate and how to avoid them.
Liquid Intent|8 min read