Bringing LLM copilots into core banking workflows

Most banks treat LLM tools as external — staff copy data into a prompt, paste the answer back into the system of record. That works for triage, but it leaks data and breaks audit trails.

A better pattern is the **scoped copilot**: the LLM only sees what the operator’s role already lets them see; every model output is logged against the case it relates to; and the model can suggest actions but can’t take them.

Done right, you get 30–50% time savings on document-heavy work, with the same audit story you had before.