aistrategy · 10 min read
Scaling enterprise AI requires repeatable delivery, proportionate controls, and dependable operation. Leaders need to establish what can be reused, what needs local validation, and who owns the capability throughout its operating life.
AI adoption depends on business leaders redesigning work, equipping managers, and making value achievable in daily practice. An accountable owner needs authority over the process, capacity for change, and evidence that people use the capability effectively.
Opinion · 12 min read
AI technology companies invest heavily in products, platforms and technical expertise, yet often overlook the role connecting technology with domain expertise and business economics. When adoption disappoints, the problem may be organizational design.
What I Work On · 4 min read
Making AI adoption systematic by connecting business priorities, opportunity discovery, AI execution, and repeatable paths to production.
Strategy · 9 min read
Enterprises have invested heavily in the capability to run AI. Far fewer have developed the capability to determine where AI should be applied.
