Before applied AI, there was a more basic challenge: helping organizations understand how their work actually flowed.

The setting

At Turner & Townsend, I advised enterprise real estate and capital program clients on systems, strategy, and portfolio performance.

My contribution

I analyzed portfolio data, mapped workflows, assessed reporting gaps, and translated the findings into operating frameworks and implementation plans.

The lesson

A new system only creates value when people can use it to work differently. Executive alignment and change management are part of the product.

The arc

Consultant, Systems & Strategy: August 2017 to May 2019. Senior Consultant, Systems and Strategy: May 2019 to December 2020.