The polished chart is often the least durable part of a data story. Sources change. Administrative boundaries are revised. A dataset described as national turns out to cover one province, or a register marked current has not moved in four years.
Treat every view as a reproducible claim
On this platform, maps and charts point to a bounded result with a checksum and evidence bundle. An article embeds that live result instead of copying pixels. The reader can interact with it; the editor can inspect which dataset versions produced it; and an agent can return later to decide whether the claim needs refreshing.