Method/Execution

Up the totem pole

Our approach to AI is simple and intuitive, yet most family offices don't approach it like this. We identify the quickest, highest-leverage opportunities and execute on those first.

Start with the lowest hanging fruit

For most family offices we've spoken with, the obvious starting point is investment analytics and document processing. Your team spends hours extracting data from documents, structuring information, and preparing materials for downstream analysis or reporting.

Where does your team spend the most time on repetitive work? Where are you bottlenecked by manual processes? Where could faster analysis change your decision-making? We find the right problems for your operation, not force-fit a standard solution.

Simplicity scales

"That's been one of my mantras – focus and simplicity. Simple can be harder than complex; you have to work hard to get your thinking clean to make it simple."

— Steve Jobs

We're continuously building foundations for your AI operations. Each implementation gets refined to its simplest, most essential form. Capability scales in a controlled, well-understood manner. This methodical approach means every layer we add is built on something solid, tested, and proven.

Start with augmentation at the task level. Prove it works. Refine it until it's as simple as it can be while delivering full value. Once the foundation is solid, we introduce more capability that builds on top of it.

Eventually, what started as helping your analysts extract data becomes a system that handles entire phases of your investment process. The progression is deliberate. It's how you stack meaningful capability without taking unacceptable risks.