Automation · · 5 min read
The Rise of Intelligent Automation
Automation is expanding from structured, rule-based tasks into work that involves language, documents and judgment.
For decades, automation meant encoding rules. That worked for predictable, structured processes and left most knowledge work untouched.
What has changed
Modern language and vision models can read documents, interpret messages and extract meaning. That opens a much larger share of work to automation — provided it is designed carefully.
Keeping people in the loop
The most effective designs automate the confident cases and route the uncertain ones to people, with clear records of what the system did and why.
Machine.sa editorial