Trust boundary diagnostics

Why capable offerings fail when buyer risk remains unresolved.

Pankai studies trust gaps across products, markets, organizations, and cultures.

Pankai 研究有能力的产品、服务、工具和公司,为什么会在文化、市场和组织边界上失去信任,以及这种信任如何被重新命名、解释、证明和建立。

Latest essay

"AI Chief of Staff" Is a Trust Claim, Not a Product Category

Before you evaluate AI coordination assistants, draw the trust boundary: what workflow is delegated, where approval stays, and how failure is recovered.

  • trust-gap
  • agent-adoption
  • failure-mode
  • diagnostic

Core framework

Buyer Bet Radar

A vocabulary for locating the moment a capable offering asks the buyer to carry risk before the proof is legible.

Trust boundary

What is promised, what is delegated, where human judgment remains necessary, and what evidence makes the bet safer.