
Much of the working day goes on copying between systems, checking policy, chasing approvals and re-keying data. A chat tool helps one person with one task, and every process stays exactly as it was.
Automation that only goes fast makes mistakes quickly. The right design balances speed with reasoning, so each step uses the model that fits it and a person signs off what matters.

















