Published
Operations run on requests
Maintenance calls, site reports, work orders, deliveries, staffing requests: operations are a stream of requests that someone must read, route and act on. Much of the delay sits between the steps, not in them.
Look for the waiting
The best first workflow is rarely the most complex one. It is the one where work waits: a request sits in an inbox until someone reads it, or a job waits for details that someone has to look up.
AI can read, sort and prepare work as soon as it arrives.
Keep people where decisions are made
Some decisions must stay with people: safety sign-offs, spending, anything that commits a crew. Design the workflow so that AI prepares those decisions with the right context, and a person makes them.
Everything around them can move faster.
Connect to the systems you already run
AI does not need a new platform. It works through your existing work-order system, ERP, messaging and documents, using defined tools, each with its own permission. The work-order system stays the record of every job.
A first workflow, step by step
One way to begin:
- Pick one type of request that arrives steadily.
- Map how it arrives, who touches it and where it waits.
- Mark the step where a person must decide.
- Run AI in Assist first, preparing the work for review.
- Review its work, then widen what it may do.
What to expect
The first weeks are about tuning: the categories, the wording, the rules for escalation. That is normal.
Measure what matters to you, such as response time or backlog, before and after, so the result is your own measurement rather than a promise.