Enterprises Don’t Have an AI Problem. They Have an Architecture Problem

Many organizations claim they're "doing AI" but actually just have isolated tools like chatbots or search assistants rather than true enterprise AI architecture. Without proper architectural discipline using frameworks like TOGAF, companies end up with fragmented pilots, shadow AI systems, and no governance, creating architecture debt instead of sustainable AI capabilities that integrate with business processes and drive measurable outcomes.