Placeholder — this company and every figure above are invented.
Helion's problem was not producing numbers. It was proving them, months later, to people who had not been in the room.
OnchainQueries's result manifest turned out to be the missing artefact: it records the physical tables read, the catalog hash, the high-watermark slot the query was planned at, and a SHA-256 for every part. The firm now archives the manifest alongside every report.
The practical effect is that a question about a number from six months ago is answered by opening a file rather than by re-running an analysis nobody remembers the shape of.