Insight
Systems of Record, Systems of Action
An Agency Management System is a filing cabinet with a search box — and that's the job. AI-native software doesn't replace it. It builds a layer of action on top of it.
The system of record
A filing cabinet with a search box: entity-centric, permission-bound, auditable, static. It stores authoritative state and never loses it.
The layer of action on top
The action layer reads the record, understands the situation, drafts the work, and writes back — with the human verifying and the record staying the ground truth underneath.
Record to action
The loop: read the record, draft the action, verify, write back. The filing cabinet becomes the thing your actions are grounded in.
An Agency Management System is a filing cabinet with a search box. That's not an insult — it's the job. It stores authoritative, auditable state and never loses it. The same goes for a ledger, a back-office console, a core banking system. They're systems of record, and everything about their design serves that: entity-centric, permission-bound, conservative, static.
It's tempting to think AI-native software replaces them. It doesn't. In regulated insurtech and fintech, the record has to stay authoritative and auditable — you can't let an AI quietly become the source of truth about someone's coverage or their money.
What AI-native software adds is a layer on top of the record: a system of action. It reads the record, understands the situation, drafts the work, and writes back — with a person verifying and the record staying the ground truth underneath. The filing cabinet doesn't go away. It stops being the thing people operate by hand and becomes the thing their actions are grounded in.
The next decade of this category isn't replacing systems of record. It's building systems of action on top of them.