Insights

Practical thinking for the systems behind the numbers.

Essays on enterprise AI governance, revenue architecture, transaction intelligence and the operating choices that determine whether transformation lasts.

Enterprise AI needs a control layer, not another dashboard

The hard part of enterprise AI is not generating an answer. It is deciding whether that answer is grounded, permitted, executable and independently auditable.

Read the essay

Current themes

AI governance for ERPTransaction DNAPre-execution controlsCausal reconciliationSaaS monetizationRevenue architecture

Ideas worth pressure-testing

Continue the conversation on LinkedIn.

Connect on LinkedIn