MCi Scales Its Managed Services Program with Embedded Global Operators
Management Controls Inc. (MCi) builds proprietary contractor-management software for the heavy industrial sector, helping clients track labor, equipment, material, and lump-sum activity across their work sites. The company employs roughly 180 to 190 people and has been investing heavily in AI adoption, including custom Copilot Studio agents built by both MCi staff and its Oceans operators.
Its Managed Services (MSERV) team acts as the operational layer behind the software: clearing badge exceptions, processing time and override requests, and enforcing contract compliance on behalf of clients running dozens of vendors across multiple sites. In this line of work, one missed detail on a routine daily task can surface later as something that can no longer be fixed cleanly. The job demands constant attention, because MSERV consultants act as the compliance gateway across every site they cover.
The Challenge: Scaling Managed Services Without Losing Attention to Detail
With utilization running at or above 100%, two recurring pressure points were emerging inside MSERV:
- Sudden account handovers. An experienced account lead could be moved to a larger, more complex client with almost no notice, leaving their account without an owner.
- Absorbing accounts during leave. When a consultant went on leave, someone else had to take on a full account overnight.
On top of that, the weekly authorizer and timekeeper reporting cycle was eating up to half a day per operator per account, work that needed to be standardized as the MSERV portfolio grew.
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