New Organizational Operating Model

Multiple acquisitions had left system integration problems, and leadership responded by standing up an internal consulting group. The group existed. What it was for did not, in any form the rest of the organization had agreed to.

That is the same failure in a different costume. Nobody could say what the group did, so nobody could say whether it was working, and the other leaders had not bought in because there was nothing specific to buy into.

Lightweight discovery identified the high-priority initial services: not everything the group could theoretically do, but the small set there was real demand for.

A prioritization framework then sequenced those services, and skill set identification established what delivering each one actually required. Defining the service is what makes the staffing question answerable.

The resulting model scales with emerging demand rather than carrying fixed overhead, which is the practical consequence of having defined the services rather than the department.

Demand forecasting agents predicting service needs, automated prioritization by business impact, and knowledge transfer automation to support scaling, with knowledge transfer running roughly three times faster.