From Systems of Record to Systems of Action

Most AI products stop one step too early. They find the data. They summarise it. They make the dashboard look clever. Then they stop — and hand the work back to the analyst.

For twenty years, enterprise software has mostly been built around recording work: storing what happened. CRM, asset databases, compliance logs. They are archives. Useful, but passive. The AI wave arrived and mostly automated the same layer — faster search, smarter summaries, better dashboards — while leaving the action layer untouched.

Four layers, in plain English. A system of record stores what happened: company filings, asset databases, contacts in the CRM. A system of intelligence searches and surfaces what is relevant. A system of decision support synthesises what it found into a recommended next step. A system of action executes it — drafts the memo, populates the model, flags the anomaly for a human to review — and moves the workflow forward.

This is not a fringe view. Tidemark has written about systems of action as the layer where humans, AI-assisted humans, and agents operate simultaneously. The question is which industry gets there first, and which tools are genuinely designed for the action layer rather than retrofitted to look like they are.

For mining finance, this matters more than for most industries. The bottleneck is not access to information. It is the movement of work from data to decision — from 400 pages of a feasibility study to a three-paragraph investment committee summary with every number traced to source. That movement is mostly done by hand, by senior people, in the last hour before the deadline.

The version of Pulse that wins is not "a better mining database." That invites comparison to S&P, Wood Mackenzie, CRU. The version that wins is the platform that owns the action layer — where the analyst asks a question and gets a traceable, IC-ready answer, not a search result that requires three more hours of work.

That is the shift the next decade of vertical AI will be measured against. The companies that own the action layer will not be competing on data coverage. They will be competing on how much of the work they can take over — permanently, reliably, and with full lineage back to source.

Less searching. More strategising.™