Perspective
Perspectives on Product, Experience, operating models, commercialization, and the systems required to turn AI capability into durable business value.
Transformation · work-rooted reflection
Customer-facing teams and Product organizations saw different parts of the same customer problem. Recurring demand could be resolved case by case without becoming a clear Product, process, or ownership decision.
Read the reflectionProduct · work-rooted reflection
AI makes it easier to produce code, content, prototypes, and candidate features. It does not automatically make the second Product faster, better, safer, or cheaper to operate.
Read the reflectionExperience · work-rooted reflection
A financial assistant had to understand what a customer was trying to accomplish without overreaching when context, permission, confidence, or consequence made automated action unsafe.
Read the reflectionMarketing · work-rooted reflection
The immediate acquisition question is mundane and consequential: what traffic is arriving, from where, what people do next, where the funnel fails, and whether the instrumentation is trustworthy enough to support a decision.
Read the reflectionGTM · work-rooted reflection
Customer-specific work can create immediate value while leaving the organization unsure whether it is learning, repeating bespoke labor, or discovering a capability that belongs in the Product.
Read the reflection