DataMPowered research on operational-intelligence, institutional capability, Operational Intelligence and accountable work.
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4 whitepapers tagged with "operational-intelligence"
Cloud, AI and the accounting question inside Australia's productivity puzzle
Cloud computing shifted productive capability from owned capital toward purchased services. Generative AI may move cognition the same way. This essay asks what that structural shift means for Australia's productivity puzzle—not whether national accounts simply forgot to count SaaS.
Technical debt, workarounds and legacy systems have accumulated for decades. AI is beginning to remove the human friction that made those environments difficult to understand, combine and traverse.
The vulnerability is not new. The cost of discovering, understanding and combining it is changing. Frontier AI reduces the cognitive friction that once limited how quickly institutional weakness could be found and chained together.
When cognition becomes cheap, what remains scarce?
When machine cognition becomes cheap, productivity depends on more than consuming more AI. This essay examines Australia's productivity puzzle, the economics of cheap cognition, institutional capability, judgement and the unfinished digital transformation.
The opportunity may not be to rebuild organisations around AI, but to make institutional capability easier for people to discover, assemble and use.
We may be treating AI as another enterprise transformation. The opportunity may be a language interface into capability institutions already have.
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