How Everysk uses AI to learn a broker's file formats from headers, filenames, and stale samples, then compiles that understanding into deterministic, documented Python that runs on SOC 2 infrastructure. No client record ever reaches a model.

The demands on trade operations will keep evolving; the advantage goes to firms whose operations can absorb that change without adding headcount or risk.